awesome-GAN-papers

this collecting the papers (main from arxiv.org) about Generative Adversarial Networks (GAN)
also, some papers and links collected from below, they are all awesome resources:

• [1] nightrome/really-awesome-gan
• [2] zhangqianhui/AdversarialNetsPapers
• [3] dongb5/GAN-Timeline
• [4] hollobit/All-About-the-GAN
• [5] LynnHo/GAN-Papers
• [6] shawnyuen/GANsPaperCollection
• [7] hindupuravinash/the-gan-zoo;     the-gan-zoo-4-tsv
• [8] [code]wiseodd/generative-models
• [9] [code]hwalsuklee/tensorflow-generative-model-collections
• [10] [code]znxlwm/pytorch-generative-model-collections
• [11] [*code&paper]kozistr/Awesome-GANs
• [12] [*code]eriklindernoren/Keras-GAN
• [13] savan77/The-GAN-World
• [14] nashory/gans-awesome-applications
• [15] [code]nisace/gan-lib
• [16] [code]sanghoon/tf-exercise-gan
• [17] xinario/awesome-gan-for-medical-imaging
• [18] [code]nashory/gans-collection.torch
• [19] [code]YadiraF/GAN
• [20] [code&notebook]shayneobrien/generative-models
• [21] [paper]lzhbrian/image-to-image-papers
• [22] [code&notebook]shayneobrien/generative-models
• [23] [code]MingtaoGuo/*GAN

---

2014

• 【GAN】Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, Yoshua Bengio .Generative Adversarial Networks .[J] arXiv preprint arXiv:1406.02661.
• 【CGAN】Mehdi Mirza, Simon Osindero .Conditional Generative Adversarial Nets .[J] arXiv preprint arXiv:1411.01784.

2015

• Malte Probst .Generative Adversarial Networks in Estimation of Distribution Algorithms for Combinatorial Optimization .[J] arXiv preprint arXiv:1509.09235.
• 【Theory】Michael Mathieu et al. Deep multi-scale video prediction beyond mean square error .[J] arXiv preprint arXiv:1511.05440.
  [code:dyelax/Adversarial_Video_Generation]
• 【AAE】Alireza Makhzani et al. Adversarial Autoencoders.[J] arXiv preprint arXiv:1511.05644.
  [code: |musyoku/adversarial-autoencoder&chainer|;   |fducau/AAE_pytorch|;   |hwalsuklee/tensorflow-mnist-AAE|;  
  |gitmatti/AAE-tensorflow|;   |spoilt333/onco-aae&ipynb|;   |takat0m0/AAE|;  
  |bfarzin/pytorch_aae|;   |greentfrapp/keras-aae|;   |alimirzaei/adverserial-autoencoder-keras|;  
  |sjchoi86/deep-autoencoders&ipynb|;   |MINGUKKANG/Adversarial-AutoEncoder|;   |LLipter/aae|;  
  |zduguid/aae|;   |davidath/aae|;   |gdbmanu/git-aae-vae-gan&ipynb;|   |Aanax/newbie_GAN|;   |ykwon0407/variational_autoencoder| ]
• Jost Tobias Springenberg .Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks .[J] arXiv preprint arXiv:1511.06390.
• 【DCGAN】Alec Radford et al. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks.[J] arXiv preprint arXiv:1511.06434.
  [code:Newmu/dcgan_code;   pytorch_dcgan;   carpedm20/DCGAN-tensorflow;   soumith/dcgan.torch;   jacobgil/keras-dcgan]

2016

• Chuan Li, Michael Wand .Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks .[J] arXiv preprint arXiv:1604.04382.
• Scott Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, Honglak Lee .Generative Adversarial Text to Image Synthesis .[J] arXiv preprint arXiv:1605.05396.
• Sebastian Nowozin, Botond Cseke, Ryota Tomioka .f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization .[J] arXiv preprint arXiv:1606.00709.
• Augustus Odena .Semi-Supervised Learning with Generative Adversarial Networks .[J] arXiv preprint arXiv:1606.01583.
• Jonathan Ho, Stefano Ermon .Generative Adversarial Imitation Learning .[J] arXiv preprint arXiv:1606.03476.
• 【Improved-GAN】Tim Salimans, Ian Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, Xi Chen .Improved Techniques for Training GANs .[J] arXiv preprint arXiv:1606.03498.
  [code: |openai/improved-gan|;   |Sleepychord/ImprovedGAN-pytorch|;   |LDOUBLEV/semi-supervised-GAN|;  
  |musyoku/improved-gan|;   |bruno-31/ImprovedGAN-Tensorflow|;   |eli5168/improved_gan_pytorch|;  
  |hvy/chainer-gan-improvements|;   |hiroharu-kato/improved_gan_chainer|;   |xjwang-cs/improved-gan-tf1.0.1|;  ]
• Xi Chen, Yan Duan, Rein Houthooft, John Schulman, Ilya Sutskever, Pieter Abbeel .InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets .[J] arXiv preprint arXiv:1606.03657.
• Ming-Yu Liu, Oncel Tuzel .Coupled Generative Adversarial Networks .[J] arXiv preprint arXiv:1606.07536.
• Hanock Kwak, Byoung-Tak Zhang .Generating Images Part by Part with Composite Generative Adversarial Networks .[J] arXiv preprint arXiv:1607.05387.
• 【EBGAN】Junbo Zhao, Michael Mathieu, Yann LeCun .Energy-based Generative Adversarial Network .[J] arXiv preprint arXiv:1609.03126.
  [code:buriburisuri/ebgan]
• 【iGAN】Jun-Yan Zhu et al. Generative Visual Manipulation on the Natural Image Manifold .[J] arXiv preprint arXiv:1609.03126.
  [code: |junyanz/iGAN|:   |kevinthesun/IGAN_MXNet| ]
• C. Ledig, L. Theis, F. Husz´ar, J. Caballero, A. Cunningham, A. Acosta, A. Aitken, A. Tejani, J. Totz, Z. Wang, et al. Photo-realistic single image super-resolution using a generative adversarial network. arXiv preprint arXiv:1609.04802, 2016.
• Lantao Yu, Weinan Zhang, Jun Wang, Yong Yu .SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient .[J] arXiv preprint arXiv:1609.05473.
• Arnab Ghosh, Viveka Kulharia, Amitabha Mukerjee, Vinay Namboodiri, Mohit Bansal .Contextual RNN-GANs for Abstract Reasoning Diagram Generation .[J] arXiv preprint arXiv:1609.09444.
• David Pfau, Oriol Vinyals .Connecting Generative Adversarial Networks and Actor-Critic Methods .[J] arXiv preprint arXiv:1610.01945.
• Masatoshi Uehara, Issei Sato, Masahiro Suzuki, Kotaro Nakayama, Yutaka Matsuo .Generative Adversarial Nets from a Density Ratio Estimation Perspective .[J] arXiv preprint arXiv:1610.02920.
• Augustus Odena, Christopher Olah, Jonathon Shlens .Conditional Image Synthesis With Auxiliary Classifier GANs .[J] arXiv preprint arXiv:1610.09585.
• Leon Sixt, Benjamin Wild, Tim Landgraf .RenderGAN: Generating Realistic Labeled Data .[J] arXiv preprint arXiv:1611.01331.
• Hanock Kwak, Byoung-Tak Zhang .Ways of Conditioning Generative Adversarial Networks .[J] arXiv preprint arXiv:1611.01455.
• Dilin Wang, Qiang Liu .Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning .[J] arXiv preprint arXiv:1611.01722.
• AuthorsJacob Andreas, Dan Klein, Sergey Levine .Generative Adversarial Networks as Variational Training of Energy Based Models .[J] arXiv preprint arXiv:1611.01799.
• Authorseir Coupling to Gravity .Generative Adversarial Networks as Variational Training of Energy Based Models .[J] arXiv preprint arXiv:1611.01799.
• Mickaël Chen, Ludovic Denoyer .Multi-view Generative Adversarial Networks .[J] arXiv preprint arXiv:1611.02019.
• Luke Metz, Ben Poole, David Pfau, Jascha Sohl-Dickstein .Unrolled Generative Adversarial Networks .[J] arXiv preprint arXiv:1611.02163.
• Chelsea Finn, Paul Christiano, Pieter Abbeel, Sergey Levine .A Connection between Generative Adversarial Networks, Inverse Reinforcement Learning, and Energy-Based Models .[J] arXiv preprint arXiv:1611.03852.
• Matt J. Kusner, José Miguel Hernández-Lobato .GANS for Sequences of Discrete Elements with the Gumbel-softmax Distribution .[J] arXiv preprint arXiv:1611.04051.
• 【LSGANs】Xudong Mao, Qing Li, Haoran Xie, Raymond Y.K. Lau, Zhen Wang, Stephen Paul Smolley .Least Squares Generative Adversarial Networks .[J] arXiv preprint arXiv:1611.04076.
  [code:wiseodd/generative-models]
• Antonia Creswell, Anil Anthony Bharath .Inverting The Generator Of A Generative Adversarial Network .[J] arXiv preprint arXiv:1611.05644.
• Guim Perarnau, Joost van de Weijer, Bogdan Raducanu, Jose M. Álvarez .Invertible Conditional GANs for image editing .[J] arXiv preprint arXiv:1611.06355.
• Emily Denton, Sam Gross, Rob Fergus .Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1611.06430.
• Masaki Saito, Eiichi Matsumoto, Shunta Saito .Temporal Generative Adversarial Nets with Singular Value Clipping .[J] arXiv preprint arXiv:1611.06624.
• 【pix2pix】Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros. Image-to-Image Translation with Conditional Adversarial Networks .[J] arXiv preprint arXiv:1611.07004.
  [code:phillipi/pix2pix;   junyanz/pytorch-CycleGAN-and-pix2pix;   phillipi.github.io/pix2pix]
• Nikolay Jetchev, Urs Bergmann, Roland Vollgraf .Texture Synthesis with Spatial Generative Adversarial Networks .[J] arXiv preprint arXiv:1611.08207.
• Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury .SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks .[J] arXiv preprint arXiv:1611.08788.
• Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury .Handwriting Profiling using Generative Adversarial Networks .[J] arXiv preprint arXiv:1611.08789.
• Olof Mogren .C-RNN-GAN: Continuous recurrent neural networks with adversarial training .[J] arXiv preprint arXiv:1611.09904.
• Yaxing Wang, Lichao Zhang, Joost van de Weijer .Ensembles of Generative Adversarial Networks .[J] arXiv preprint arXiv:1612.00991.
• Arnab Ghosh, Viveka Kulharia, Vinay Namboodiri .Message Passing Multi-Agent GANs .[J] arXiv preprint arXiv:1612.01294.
• Tong Che, Yanran Li, Athul Paul Jacob, Yoshua Bengio, Wenjie Li .Mode Regularized Generative Adversarial Networks .[J] arXiv preprint arXiv:1612.02136.
• Ben Poole, Alexander A. Alemi, Jascha Sohl-Dickstein, Anelia Angelova .Improved generator objectives for GANs .[J] arXiv preprint arXiv:1612.02780.
• Daniel Jiwoong Im, He Ma, Chris Dongjoo Kim, Graham Taylor .Generative Adversarial Parallelization .[J] arXiv preprint arXiv:1612.04021.
• Xun Huang, Yixuan Li, Omid Poursaeed, John Hopcroft, Serge Belongie .Stacked Generative Adversarial Networks .[J] arXiv preprint arXiv:1612.04357.
• Konstantinos Bousmalis, Nathan Silberman, David Dohan, Dumitru Erhan, Dilip Krishnan .Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks .[J] arXiv preprint arXiv:1612.05424.
• Daoyu Lin, Kun Fu, Yang Wang, Guangluan Xu, Xian Sun .MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification .[J] arXiv preprint arXiv:1612.08879.
• John Glover .Modeling documents with Generative Adversarial Networks .[J] arXiv preprint arXiv:1612.09122.

2017

• Ian Goodfellow .NIPS 2016 Tutorial: Generative Adversarial Networks .[J] arXiv preprint arXiv:1701.00160.
• Junting Pan, Cristian Canton Ferrer, Kevin McGuinness, Noel E. O'Connor, Jordi Torres, Elisa Sayrol, Xavier Giro-i-Nieto .SalGAN: Visual Saliency Prediction with Generative Adversarial Networks .[J] arXiv preprint arXiv:1701.01081.
• 【AdaGAN】Ilya Tolstikhin, Sylvain Gelly, Olivier Bousquet, Carl-Johann Simon-Gabriel, Bernhard Schölkopf .AdaGAN: Boosting Generative Models .[J] arXiv preprint arXiv:1701.02386.
  [code: |tolstikhin/adagan|:  ]
• Hao Dong, Paarth Neekhara, Chao Wu, Yike Guo .Unsupervised Image-to-Image Translation with Generative Adversarial Networks .[J] arXiv preprint arXiv:1701.02676.
• Mahesh Gorijala, Ambedkar Dukkipati .Image Generation and Editing with Variational Info Generative AdversarialNetworks .[J] arXiv preprint arXiv:1701.04568.
• Lars Mescheder, Sebastian Nowozin, Andreas Geiger .Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks .[J] arXiv preprint arXiv:1701.04722.
• 【Pre-WGAN】Martin Arjovsky, Léon Bottou .Towards Principled Methods for Training Generative Adversarial Networks .[J] arXiv preprint arXiv:1701.04862.
• Luke de Oliveira, Michela Paganini, Benjamin Nachman .Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics Synthesis .[J] arXiv preprint arXiv:1701.05927.
• He Zhang, Vishwanath Sindagi, Vishal M. Patel .Image De-raining Using a Conditional Generative Adversarial Network .[J] arXiv preprint arXiv:1701.05957.
• 【LS-GAN&GLS-GAN】Guo-Jun Qi .Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities .[J] arXiv preprint arXiv:1701.06264.[code:guojunq/lsgan]
• Alex Kuefler, Jeremy Morton, Tim Wheeler, Mykel Kochenderfer .Imitating Driver Behavior with Generative Adversarial Networks .[J] arXiv preprint arXiv:1701.06699.
• Zhedong Zheng, Liang Zheng, Yi Yang .Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro .[J] arXiv preprint arXiv:1701.07717.
• 【WGAN】Martin Arjovsky, Soumith Chintala, Léon Bottou .Wasserstein GAN .[J] arXiv preprint arXiv:1701.07875.
  [code: |martinarjovsky/WassersteinGAN|;   |Zardinality/WGAN-tensorflow|;   |shekkizh/WassersteinGAN.tensorflow|;  
  |musyoku/wasserstein-gan|;   |jiamings/wgan&wganV2|;   |adler-j/minimal_wgan|;  
  |fonfonx/WassersteinGAN.torch|;   |bobchennan/Wasserstein-GAN-Keras|;   |mjdietzx/GAN-Sandbox|;  
  |MustafaMustafa/WassersteinGAN-TensorFlow|;   |hvy/chainer-wasserstein-gan|;   |cameronfabbri/Wasserstein-GAN-Tensorflow|;  
  |EmilienDupont/wgan-gp|;   |cedrickchee/wasserstein-gan|;   |Goldesel23/DCGAN-for-Bird-Generation|;  
  |ChengBinJin/WGAN-TensorFlow|;   |shayneobrien/generative-models&notebook|;   |KnetML/WGAN.jl&julia|;  
  |germain-hug/GANs-Keras|;   |ConnorJL/WGAN-Tensorflow&slim|;   ]
• Kevin Schawinski, Ce Zhang, Hantian Zhang, Lucas Fowler, Gokula Krishnan Santhanam .Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit .[J] arXiv preprint arXiv:1702.00403.
• Zihang Dai, Amjad Almahairi, Philip Bachman, Eduard Hovy, Aaron Courville .Calibrating Energy-based Generative Adversarial Networks .[J] arXiv preprint arXiv:1702.01691.
• Grigory Antipov, Moez Baccouche, Jean-Luc Dugelay .Face Aging With Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1702.01983.
• Wei Ren Tan, Chee Seng Chan, Hernan Aguirre, Kiyoshi Tanaka .ArtGAN: Artwork Synthesis with Conditional Categorical GANs .[J] arXiv preprint arXiv:1702.03410.
• Chengde Wan, Thomas Probst, Luc Van Gool, Angela Yao .Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation .[J] arXiv preprint arXiv:1702.03431.
• Zachary C. Lipton, Subarna Tripathi .Precise Recovery of Latent Vectors from Generative Adversarial Networks .[J] arXiv preprint arXiv:1702.04782.
• Weiwei Hu, Ying Tan .Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN .[J] arXiv preprint arXiv:1702.05983.
• Yun Cao, Zhiming Zhou, Weinan Zhang, Yong Yu .Unsupervised Diverse Colorization via Generative Adversarial Networks .[J] arXiv preprint arXiv:1702.06674.
• Muthuraman Chidambaram, Yanjun Qi .Style Transfer Generative Adversarial Networks: Learning to Play Chess Differently .[J] arXiv preprint arXiv:1702.06762.
• Jie Li, Katherine A. Skinner, Ryan M. Eustice, Matthew Johnson-Roberson .WaterGAN: Unsupervised Generative Network to Enable Real-time Color Correction of Monocular Underwater Images .[J] arXiv preprint arXiv:1702.07392.
• Briland Hitaj, Giuseppe Ateniese, Fernando Perez-Cruz .Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning .[J] arXiv preprint arXiv:1702.07464.
• Jia-Jie Zhu, José Bento .Generative Adversarial Active Learning .[J] arXiv preprint arXiv:1702.07956.
• Tong Che, Yanran Li, Ruixiang Zhang, R Devon Hjelm, Wenjie Li, Yangqiu Song, Yoshua Bengio .Maximum-Likelihood Augmented Discrete Generative Adversarial Networks .[J] arXiv preprint arXiv:1702.07983.
• 【CAAE】Zhifei Zhang et al. Age Progression/Regression by Conditional Adversarial Autoencoder .[J] arXiv preprint arXiv:1702.08423.
  [code: |zzutk.github.io/Face-Aging-CAAE|   |Jooong/Face-Aging-CAAE-Pytorch|   |wangxiao5791509/Age-Progression-Regression-by-CAAE|   |hai046/Face-Aging-CAAE_pro|   |SaltedSlark/CAAE.ipynb| ]
• 【BS-GAN】R Devon Hjelm, Athul Paul Jacob, Tong Che, Adam Trischler, Kyunghyun Cho, Yoshua Bengio .Boundary-Seeking Generative Adversarial Networks .[J] arXiv preprint arXiv:1702.08431.
  [code:wiseodd/generative-models  ekrim/bgan-t  rdevon/BGAN  DeepTensors/Boundary-Seeking-GAN ]
• Sanjeev Arora, Rong Ge, Yingyu Liang, Tengyu Ma, Yi Zhang .Generalization and Equilibrium in Generative Adversarial Nets (GANs) .[J] arXiv preprint arXiv:1703.00573.
• Jianwei Yang, Anitha Kannan, Dhruv Batra, Devi Parikh .LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation .[J] arXiv preprint arXiv:1703.01560.
• Zhiming Zhou, Han Cai, Shu Rong, Yuxuan Song, Kan Ren, Weinan Zhang, Yong Yu, Jun Wang .Activation Maximization Generative Adversarial Nets .[J] arXiv preprint arXiv:1703.02000.
• Chongxuan Li, Kun Xu, Jun Zhu, Bo Zhang .Triple Generative Adversarial Nets .[J] arXiv preprint arXiv:1703.02291.
• Samuel Albanie, Sébastien Ehrhardt, João F. Henriques .Stopping GAN Violence: Generative Unadversarial Networks .[J] arXiv preprint arXiv:1703.02528.
• Zhen Yang, Wei Chen, Feng Wang, Bo Xu .Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets .[J] arXiv preprint arXiv:1703.04887.
• Taeksoo Kim, Moonsu Cha, Hyunsoo Kim, Jung Kwon Lee, Jiwon Kim .Learning to Discover Cross-Domain Relations with Generative Adversarial Networks .[J] arXiv preprint arXiv:1703.05192.
• Thomas Schlegl, Philipp Seeböck, Sebastian M. Waldstein, Ursula Schmidt-Erfurth, Georg Langs .Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery .[J] arXiv preprint arXiv:1703.05921.
• Bo Dai, Sanja Fidler, Raquel Urtasun, Dahua Lin .Towards Diverse and Natural Image Descriptions via a Conditional GAN .[J] arXiv preprint arXiv:1703.06029.
• Ayushman Dash, John Cristian Borges Gamboa, Sheraz Ahmed, Marcus Liwicki, Muhammad Zeshan Afzal .TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network .[J] arXiv preprint arXiv:1703.06412.
• Edward Choi, Siddharth Biswal, Bradley Malin, Jon Duke, Walter F. Stewart, Jimeng Sun .Generating Multi-label Discrete Patient Records using Generative Adversarial Networks .[J] arXiv preprint arXiv:1703.06490.
• Huikai Wu, Shuai Zheng, Junge Zhang, Kaiqi Huang .GP-GAN: Towards Realistic High-Resolution Image Blending .[J] arXiv preprint arXiv:1703.07195.
• Akshay Mehrotra, Ambedkar Dukkipati .Generative Adversarial Residual Pairwise Networks for One Shot Learning .[J] arXiv preprint arXiv:1703.08033.
• Santiago Pascual, Antonio Bonafonte, Joan Serrà .SEGAN: Speech Enhancement Generative Adversarial Network .[J] arXiv preprint arXiv:1703.09452.
• Nasim Souly, Concetto Spampinato, Mubarak Shah .Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network .[J] arXiv preprint arXiv:1703.09695.
• Junyu Luo, Yong Xu, Chenwei Tang, Jiancheng Lv .Learning Inverse Mapping by Autoencoder based Generative Adversarial Nets .[J] arXiv preprint arXiv:1703.10094.
• Kiana Ehsani, Roozbeh Mottaghi, Ali Farhadi .SeGAN: Segmenting and Generating the Invisible .[J] arXiv preprint arXiv:1703.10239.
• 【CycleGAN】Jun-Yan Zhu et al. Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks.[J] arXiv preprint arXiv:1703.10593.
  [code:junyanz/CycleGAN;   junyanz.github.io/CycleGAN;   junyanz/pytorch-CycleGAN-and-pix2pix]
• 【BEGAN】David Berthelot, Thomas Schumm, Luke Metz .BEGAN: Boundary Equilibrium Generative Adversarial Networks .[J] arXiv preprint arXiv:1703.10717.
  [code; |wiseodd/generative-models|   |rdevon/BGAN|   |ekrim/bgan-tf|  
  |carpedm20/BEGAN-tensorflow|   |artcg/BEGAN|   |Heumi/BEGAN-tensorflow|  
  |carpedm20/BEGAN-pytorch|   |taey16/pix2pixBEGAN.pytorch|   |mokemokechicken/keras_BEGAN|  
  |YadiraF/GAN_Theorie&TOTAL|   |adepierre/Caffe_BEGAN|   |HiiYL/BEGAN-PyTorch|  
  |shayneobrien/generative-models|   |anantzoid/BEGAN-pytorch|   |sanghoon/tf-exercise-gan|  
  |RuiShu/began|   |khanrc/tf.gans-comparison|   |musyoku/began&chainer|  
  |Overseer66/Tensorflow-GAN&notebook|   |HolyCaonima/BEGAN|   |hvy/chainer-began&chainer|  
  |2wins/BEGAN-cntk|   |2wins/BEGAN-tensorlayer|   |1Konny/BEGAN-pytorch|  
  |nashory/BEGAN-torch7|   ]
• Li-Chia Yang, Szu-Yu Chou, Yi-Hsuan Yang .MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation .[J] arXiv preprint arXiv:1703.10847.
• 【Improved-WGAN】Ishaan Gulrajani, Faruk Ahmed, Martin Arjovsky, Vincent Dumoulin, Aaron Courville .Improved Training of Wasserstein GANs .[J] arXiv preprint arXiv:1704.00028.
• Chin-Cheng Hsu, Hsin-Te Hwang, Yi-Chiao Wu, Yu Tsao, Hsin-Min Wang .Voice Conversion from Unaligned Corpora using Variational Autoencoding Wasserstein Generative Adversarial Networks .[J] arXiv preprint arXiv:1704.00849.
• Swami Sankaranarayanan, Yogesh Balaji, Carlos D. Castillo, Rama Chellappa .Generate To Adapt: Aligning Domains using Generative Adversarial Networks .[J] arXiv preprint arXiv:1704.01705.
• Weidong Yin, Yanwei Fu, Leonid Sigal, Xiangyang Xue .Semi-Latent GAN: Learning to generate and modify facial images from attributes .[J] arXiv preprint arXiv:1704.02166.
• Maciej Zieba, Lei Wang .Training Triplet Networks with GAN .[J] arXiv preprint arXiv:1704.02227.
• Zili Yi, Hao Zhang, Ping Tan, Minglun Gong .DualGAN: Unsupervised Dual Learning for Image-to-Image Translation .[J] arXiv preprint arXiv:1704.02510.
• Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo .Deep Generative Adversarial Compression Artifact Removal .[J] arXiv preprint arXiv:1704.02518.
• Arnab Ghosh, Viveka Kulharia, Vinay Namboodiri, Philip H. S. Torr, Puneet K. Dokania .Multi-Agent Diverse Generative Adversarial Networks .[J] arXiv preprint arXiv:1704.02906.
• Lukas Mosser, Olivier Dubrule, Martin J. Blunt .Reconstruction of three-dimensional porous media using Generative Adversarial neural networks .[J] arXiv preprint arXiv:1704.03225.
• Ruohan Wang, Antoine Cully, Hyung Jin Chang, Yiannis Demiris .MAGAN: Margin Adaptation for Generative Adversarial Networks .[J] arXiv preprint arXiv:1704.03817.
• Sitao Xiang, Hao Li .On the Effects of Batch and Weight Normalization in Generative Adversarial Networks .[J] arXiv preprint arXiv:1704.03971.
• 【App】Rui Huang, Shu Zhang, Tianyu Li, Ran He .Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis .[J] arXiv preprint arXiv:1704.04086.
• Min Lin .Softmax GAN .[J] arXiv preprint arXiv:1704.06191.
• Yifan Liu, Zengchang Qin, Zhenbo Luo, Hua Wang .Auto-painter: Cartoon Image Generation from Sketch by Using Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1705.01908.
• Jonathan Chang, Stefan Scherer .Learning Representations of Emotional Speech with Deep Convolutional Generative Adversarial Networks .[J] arXiv preprint arXiv:1705.02394.
• Zhimin Chen, Yuguang Tong .Face Super-Resolution Through Wasserstein GANs .[J] arXiv preprint arXiv:1705.02438.
• Jae Hyun Lim, Jong Chul Ye .Geometric GAN .[J] arXiv preprint arXiv:1705.02894.
• Hyeungill Lee, Sungyeob Han, Jungwoo Lee .Generative Adversarial Trainer: Defense to Adversarial Perturbations with GAN .[J] arXiv preprint arXiv:1705.03387.
• Shuchang Zhou, Taihong Xiao, Yi Yang, Dieqiao Feng, Qinyao He, Weiran He .GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data .[J] arXiv preprint arXiv:1705.04932.
• Vedran Vukotic, Christian Raymond, Guillaume Gravier .Generative Adversarial Networks for Multimodal Representation Learning in Video Hyperlinking .[J] arXiv preprint arXiv:1705.05103.
• Ivo Danihelka, Balaji Lakshminarayanan, Benigno Uria, Daan Wierstra, Peter Dayan .Comparison of Maximum Likelihood and GAN-based training of Real NVPs .[J] arXiv preprint arXiv:1705.05263.
• Urs Bergmann, Nikolay Jetchev, Roland Vollgraf .Learning Texture Manifolds with the Periodic Spatial GAN .[J] arXiv preprint arXiv:1705.06566.
• Xin Guo, Johnny Hong, Tianyi Lin, Nan Yang .Relaxed Wasserstein with Applications to GANs .[J] arXiv preprint arXiv:1705.07164.
• Naveen Kodali, Jacob Abernethy, James Hays, Zsolt Kira .On Convergence and Stability of GANs .[J] arXiv preprint arXiv:1705.07215.
• Arash Mehrjou, Bernhard Schölkopf, Saeed Saremi .Annealed Generative Adversarial Networks .[J] arXiv preprint arXiv:1705.07505.
• Olivier Bousquet, Sylvain Gelly, Ilya Tolstikhin, Carl-Johann Simon-Gabriel, Bernhard Schoelkopf .From optimal transport to generative modeling: the VEGAN cookbook .[J] arXiv preprint arXiv:1705.07642.
• Jamie Hayes, Luca Melis, George Danezis, Emiliano De Cristofaro .LOGAN: Evaluating Privacy Leakage of Generative Models Using Generative Adversarial Networks .[J] arXiv preprint arXiv:1705.07663.
• Akash Srivastava, Lazar Valkov, Chris Russell, Michael U. Gutmann, Charles Sutton .VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning .[J] arXiv preprint arXiv:1705.07761.
• Behnam Neyshabur, Srinadh Bhojanapalli, Ayan Chakrabarti .Stabilizing GAN Training with Multiple Random Projections .[J] arXiv preprint arXiv:1705.07831.
• Chris Donahue, Zachary C. Lipton, Akshay Balsubramani, Julian McAuley .Semantically Decomposing the Latent Spaces of Generative Adversarial Networks .[J] arXiv preprint arXiv:1705.07904.
• Ari Seff, Alex Beatson, Daniel Suo, Han Liu .Continual Learning in Generative Adversarial Nets .[J] arXiv preprint arXiv:1705.08395.
• Chun-Liang Li, Wei-Cheng Chang, Yu Cheng, Yiming Yang, Barnabás Póczos .MMD GAN: Towards Deeper Understanding of Moment Matching Network .[J] arXiv preprint arXiv:1705.08584.
• Paolo Russo, Fabio Maria Carlucci, Tatiana Tommasi, Barbara Caputo .From source to target and back: symmetric bi-directional adaptive GAN .[J] arXiv preprint arXiv:1705.08824.
• Abhishek Kumar, Prasanna Sattigeri, P. Thomas Fletcher .Semi-supervised Learning with GANs: Manifold Invariance with Improved Inference .[J] arXiv preprint arXiv:1705.08850.
• Aditya Grover, Manik Dhar, Stefano Ermon .Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models .[J] arXiv preprint arXiv:1705.08868.
• Shuang Liu, Olivier Bousquet, Kamalika Chaudhuri .Approximation and Convergence Properties of Generative Adversarial Learning .[J] arXiv preprint arXiv:1705.08991.
• Mathieu Sinn, Ambrish Rawat .Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training .[J] arXiv preprint arXiv:1705.09199.
• Kevin Roth, Aurelien Lucchi, Sebastian Nowozin, Thomas Hofmann .Stabilizing Training of Generative Adversarial Networks through Regularization .[J] arXiv preprint arXiv:1705.09367.
• Yunus Saatchi, Andrew Gordon Wilson .Bayesian GAN .[J] arXiv preprint arXiv:1705.09558.
• Youssef Mroueh, Tom Sercu .Fisher GAN .[J] arXiv preprint arXiv:1705.09675.
• Zihang Dai, Zhilin Yang, Fan Yang, William W. Cohen, Ruslan Salakhutdinov .Good Semi-supervised Learning that Requires a Bad GAN .[J] arXiv preprint arXiv:1705.09783.
• Yongyi Lu, Yu-Wing Tai, Chi-Keung Tang .Conditional CycleGAN for Attribute Guided Face Image Generation .[J] arXiv preprint arXiv:1705.09966.
• Evgeny Zamyatin, Andrey Filchenkov .Learning to Generate Chairs with Generative Adversarial Nets .[J] arXiv preprint arXiv:1705.10413.
• Lars Mescheder, Sebastian Nowozin, Andreas Geiger .The Numerics of GANs .[J] arXiv preprint arXiv:1705.10461.
• Karol Hausman, Yevgen Chebotar, Stefan Schaal, Gaurav Sukhatme, Joseph Lim .Multi-Modal Imitation Learning from Unstructured Demonstrations using Generative Adversarial Nets .[J] arXiv preprint arXiv:1705.10479.
• Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang .IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models .[J] arXiv preprint arXiv:1705.10513.
• Morteza Mardani, Enhao Gong, Joseph Y. Cheng, Shreyas Vasanawala, Greg Zaharchuk, Marcus Alley, Neil Thakur, Song Han, William Dally, John M. Pauly, Lei Xing .Deep Generative Adversarial Networks for Compressed Sensing Automates MRI .[J] arXiv preprint arXiv:1706.00051.
• Marco Marchesi .Megapixel Size Image Creation using Generative Adversarial Networks .[J] arXiv preprint arXiv:1706.00082.
• Elena Ibragimova, Ilgis Ibragimov .The ELEGANT NMR Spectrometer .[J] arXiv preprint arXiv:1706.00237.
• Alireza Makhzani, Brendan Frey .PixelGAN Autoencoders .[J] arXiv preprint arXiv:1706.00531.
• Ofir Press, Amir Bar, Ben Bogin, Jonathan Berant, Lior Wolf .Language Generation with Recurrent Generative Adversarial Networks without Pre-training .[J] arXiv preprint arXiv:1706.01399.
• Yuan Xue, Tao Xu, Han Zhang, Rodney Long, Xiaolei Huang .SegAN: Adversarial Network with Multi-scale $L_1$ Loss for Medical Image Segmentation .[J] arXiv preprint arXiv:1706.01805.
• Aude Genevay, Gabriel Peyré, Marco Cuturi .GAN and VAE from an Optimal Transport Point of View .[J] arXiv preprint arXiv:1706.01807.
• Swaminathan Gurumurthy, Ravi Kiran Sarvadevabhatla, Venkatesh Babu Radhakrishnan .DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data .[J] arXiv preprint arXiv:1706.02071.
• He Zhao, Huiqi Li, Li Cheng .Synthesizing Filamentary Structured Images with GANs .[J] arXiv preprint arXiv:1706.02185.
• Mustafa Mustafa, Deborah Bard, Wahid Bhimji, Rami Al-Rfou, Zarija Lukić .Creating Virtual Universes Using Generative Adversarial Networks .[J] arXiv preprint arXiv:1706.02390.
• Cristóbal Esteban, Stephanie L. Hyland, Gunnar Rätsch .Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs .[J] arXiv preprint arXiv:1706.02633.
• Wenqi Xian, Patsorn Sangkloy, Varun Agrawal, Amit Raj, Jingwan Lu, Chen Fang, Fisher Yu, James Hays .TextureGAN: Controlling Deep Image Synthesis with Texture Patches .[J] arXiv preprint arXiv:1706.02823.
• Paulina Grnarova, Kfir Y. Levy, Aurelien Lucchi, Thomas Hofmann, Andreas Krause .An Online Learning Approach to Generative Adversarial Networks .[J] arXiv preprint arXiv:1706.03269.
• Lvmin Zhang, Yi Ji, Xin Lin .Style Transfer for Anime Sketches with Enhanced Residual U-net and Auxiliary Classifier GAN .[J] arXiv preprint arXiv:1706.03319.
• Vaishnavh Nagarajan, J. Zico Kolter .Gradient descent GAN optimization is locally stable .[J] arXiv preprint arXiv:1706.04156.
• Mihaela Rosca, Balaji Lakshminarayanan, David Warde-Farley, Shakir Mohamed .Variational Approaches for Auto-Encoding Generative Adversarial Networks .[J] arXiv preprint arXiv:1706.04987.
• Jerry Liu, Fisher Yu, Thomas Funkhouser .Interactive 3D Modeling with a Generative Adversarial Network .[J] arXiv preprint arXiv:1706.05170.
• Jianan Li, Xiaodan Liang, Yunchao Wei, Tingfa Xu, Jiashi Feng, Shuicheng Yan .Perceptual Generative Adversarial Networks for Small Object Detection .[J] arXiv preprint arXiv:1706.05274.
• Yujia Li, Alexander Schwing, Kuan-Chieh Wang, Richard Zemel .Dualing GANs .[J] arXiv preprint arXiv:1706.06216.
• Paulina Hensman, Kiyoharu Aizawa .cGAN-based Manga Colorization Using a Single Training Image .[J] arXiv preprint arXiv:1706.06918.
• Sanjeev Arora, Yi Zhang .Do GANs actually learn the distribution? An empirical study .[J] arXiv preprint arXiv:1706.08224.
• Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, Sepp Hochreiter .GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium .[J] arXiv preprint arXiv:1706.08500.
• Pengyuan Lyu, Xiang Bai, Cong Yao, Zhen Zhu, Tengteng Huang, Wenyu Liu .Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis .[J] arXiv preprint arXiv:1706.08789.
• Jaeyoon Yoo, Heonseok Ha, Jihun Yi, Jongha Ryu, Chanju Kim, Jung-Woo Ha, Young-Han Kim, Sungroh Yoon .Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning .[J] arXiv preprint arXiv:1706.09200.
• Jaemin Son, Sang Jun Park, Kyu-Hwan Jung .Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks .[J] arXiv preprint arXiv:1706.09318.
• Jerry Li, Aleksander Madry, John Peebles, Ludwig Schmidt .Towards Understanding the Dynamics of Generative Adversarial Networks .[J] arXiv preprint arXiv:1706.09884.
• Huang Bin, Chen Weihai, Wu Xingming, Lin Chun-Liang .High-Quality Face Image SR Using Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1707.00737.
• Alexander B. Jung .Learning to Avoid Errors in GANs by Manipulating Input Spaces .[J] arXiv preprint arXiv:1707.00768.
• Xudong Mao, Qing Li, Haoran Xie .AlignGAN: Learning to Align Cross-Domain Images with Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1707.01400.
• Shan Yang, Lei Xie, Xiao Chen, Xiaoyan Lou, Xuan Zhu, Dongyan Huang, Haizhou Li .Statistical Parametric Speech Synthesis Using Generative Adversarial Networks Under A Multi-task Learning Framework .[J] arXiv preprint arXiv:1707.01670.
• Matteo Fabbri, Simone Calderara, Rita Cucchiara .Generative Adversarial Models for People Attribute Recognition in Surveillance .[J] arXiv preprint arXiv:1707.02240.
• Zackory Erickson, Sonia Chernova, Charles C. Kemp .Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks .[J] arXiv preprint arXiv:1707.02796.
• Christopher Beckham, Christopher Pal .A step towards procedural terrain generation with GANs .[J] arXiv preprint arXiv:1707.03383.
• Richard Nock, Zac Cranko, Aditya Krishna Menon, Lizhen Qu, Robert C. Williamson .f-GANs in an Information Geometric Nutshell .[J] arXiv preprint arXiv:1707.04385.
• Adrian Spurr, Emre Aksan, Otmar Hilliges .Guiding InfoGAN with Semi-Supervision .[J] arXiv preprint arXiv:1707.04487.
• Takafumi Arakaki, G. Barello, Yashar Ahmadian .Capturing the diversity of biological tuning curves using Generative Adversarial networks .[J] arXiv preprint arXiv:1707.04582.
• Meng Wang, Huafeng Li, Fang Li .Generative Adversarial Network based on Resnet for Conditional Image Restoration .[J] arXiv preprint arXiv:1707.04881.
• Sergey Tulyakov, Ming-Yu Liu, Xiaodong Yang, Jan Kautz .MoCoGAN: Decomposing Motion and Content for Video Generation .[J] arXiv preprint arXiv:1707.04993.
• Yipeng Hu, Eli Gibson, Li-Lin Lee, Weidi Xie, Dean C. Barratt, Tom Vercauteren, J. Alison Noble .Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks .[J] arXiv preprint arXiv:1707.05392.
• Shiwei Shen, Guoqing Jin, Ke Gao, Yongdong Zhang .APE-GAN: Adversarial Perturbation Elimination with GAN .[J] arXiv preprint arXiv:1707.05474.
• Weiyi Liu, Pin-Yu Chen, Hal Cooper, Min Hwan Oh, Sailung Yeung, Toyotaro Suzumura .Can GAN Learn Topological Features of a Graph? .[J] arXiv preprint arXiv:1707.06197.
• Hamid Eghbal-zadeh, Gerhard Widmer .Likelihood Estimation for Generative Adversarial Networks .[J] arXiv preprint arXiv:1707.07530.
• Zhun Sun, Mete Ozay, Takayuki Okatani .Linear Discriminant Generative Adversarial Networks .[J] arXiv preprint arXiv:1707.07831.
• Noseong Park, Ankesh Anand, Joel Ruben Antony Moniz, Kookjin Lee, Tanmoy Chakraborty, Jaegul Choo, Hongkyu Park, Youngmin Kim .MMGAN: Manifold Matching Generative Adversarial Network .[J] arXiv preprint arXiv:1707.08273.
• Yize Chen, Yishen Wang, Daniel Kirschen, Baosen Zhang .Model-Free Renewable Scenario Generation Using Generative Adversarial Networks .[J] arXiv preprint arXiv:1707.09676.
• Taeksoo Kim, Byoungjip Kim, Moonsu Cha, Jiwon Kim .Unsupervised Visual Attribute Transfer with Reconfigurable Generative Adversarial Networks .[J] arXiv preprint arXiv:1707.09798.
• Andy Kitchen, Jarrel Seah .Deep Generative Adversarial Neural Networks for Realistic Prostate Lesion MRI Synthesis .[J] arXiv preprint arXiv:1708.00129.
• Xiaodan Liang, Lisa Lee, Wei Dai, Eric P. Xing .Dual Motion GAN for Future-Flow Embedded Video Prediction .[J] arXiv preprint arXiv:1708.00284.
• Xiaodan Liang, Hao Zhang, Eric P. Xing .Generative Semantic Manipulation with Contrasting GAN .[J] arXiv preprint arXiv:1708.00315.
• Minhyeok Lee, Junhee Seok .Controllable Generative Adversarial Network .[J] arXiv preprint arXiv:1708.00598.
• Qingsong Yang, Pingkun Yan, Yanbo Zhang, Hengyong Yu, Yongyi Shi, Xuanqin Mou, Mannudeep K. Kalra, Ge Wang .Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss .[J] arXiv preprint arXiv:1708.00961.
• Shing Chan, Ahmed H. Elsheikh .Parametrization and Generation of Geological Models with Generative Adversarial Networks .[J] arXiv preprint arXiv:1708.01810.
• Hamid Eghbal-zadeh, Gerhard Widmer .Probabilistic Generative Adversarial Networks .[J] arXiv preprint arXiv:1708.01886.
• Michael O. Vertolli, Jim Davies .Image Quality Assessment Techniques Show Improved Training and Evaluation of Autoencoder Generative Adversarial Networks .[J] arXiv preprint arXiv:1708.02237.
• Quan Hoang, Tu Dinh Nguyen, Trung Le, Dinh Phung .Multi-Generator Generative Adversarial Nets .[J] arXiv preprint arXiv:1708.02556.
• Jingkuan Song .Binary Generative Adversarial Networks for Image Retrieval .[J] arXiv preprint arXiv:1708.04150.
• Anton Osokin, Anatole Chessel, Rafael E. Carazo Salas, Federico Vaggi .GANs for Biological Image Synthesis .[J] arXiv preprint arXiv:1708.04692.
• Eric Laloy, Romain Hérault, Diederik Jacques, Niklas Linde .Efficient training-image based geostatistical simulation and inversion using a spatial generative adversarial neural network .[J] arXiv preprint arXiv:1708.04975.
• Yanghua Jin, Jiakai Zhang, Minjun Li, Yingtao Tian, Huachun Zhu, Zhihao Fang .Towards the Automatic Anime Characters Creation with Generative Adversarial Networks .[J] arXiv preprint arXiv:1708.05509.
• Kumar Sricharan, Raja Bala, Matthew Shreve, Hui Ding, Kumar Saketh, Jin Sun .Semi-supervised Conditional GANs .[J] arXiv preprint arXiv:1708.05789.
• Xin Yi, Paul Babyn .Sharpness-aware Low dose CT denoising using conditional Generative Adversarial network .[J] arXiv preprint arXiv:1708.06453.
• Chao Shang, Aaron Palmer, Jiangwen Sun, Ko-Shin Chen, Jin Lu, Jinbo Bi .VIGAN: Missing View Imputation with Generative Adversarial Networks .[J] arXiv preprint arXiv:1708.06724.
• Mostapha Benhenda (LAGA) .ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? .[J] arXiv preprint arXiv:1708.08227.
• Thomas Unterthiner, Bernhard Nessler, Calvin Seward, Günter Klambauer, Martin Heusel, Hubert Ramsauer, Sepp Hochreiter .Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields .[J] arXiv preprint arXiv:1708.08819.
• Lijun Zhao, Huihui Bai, Jie Liang, Bing Zeng, Anhong Wang, Yao Zhao .Simultaneously Color-Depth Super-Resolution with Conditional Generative Adversarial Network .[J] arXiv preprint arXiv:1708.09105.
• Wei Ren Tan, Chee Seng Chan, Hernan Aguirre, Kiyoshi Tanaka .Learning a Generative Adversarial Network for High Resolution Artwork Synthesis .[J] arXiv preprint arXiv:1708.09533.
• Mahdyar Ravanbakhsh, Moin Nabi, Enver Sangineto, Lucio Marcenaro, Carlo Regazzoni, Nicu Sebe .Abnormal Event Detection in Videos using Generative Adversarial Nets .[J] arXiv preprint arXiv:1708.09644.
• Briland Hitaj, Paolo Gasti, Giuseppe Ateniese, Fernando Perez-Cruz .PassGAN: A Deep Learning Approach for Password Guessing .[J] arXiv preprint arXiv:1709.00440.
• Tran Minh Quan, Thanh Nguyen-Duc, Won-Ki Jeong .Compressed Sensing MRI Reconstruction using a Generative Adversarial Network with a Cyclic Loss .[J] arXiv preprint arXiv:1709.00753.
• Mario Valerio Giuffrida, Hanno Scharr, Sotirios A Tsaftaris .ARIGAN: Synthetic Arabidopsis Plants using Generative Adversarial Network .[J] arXiv preprint arXiv:1709.00938.
• Akshay Balsubramani .Linking Generative Adversarial Learning and Binary Classification .[J] arXiv preprint arXiv:1709.01509.
• Zhengping Che, Yu Cheng, Shuangfei Zhai, Zhaonan Sun, Yan Liu .Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records .[J] arXiv preprint arXiv:1709.01648.
• Daniel Michelsanti, Zheng-Hua Tan .Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification .[J] arXiv preprint arXiv:1709.01703.
• John T. Guibas, Tejpal S. Virdi, Peter S. Li .Synthetic Medical Images from Dual Generative Adversarial Networks .[J] arXiv preprint arXiv:1709.01872.
• Murat Kocaoglu, Christopher Snyder, Alexandros G. Dimakis, Sriram Vishwanath .CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training .[J] arXiv preprint arXiv:1709.02023.
• Weiyi Liu, Hal Cooper, Min Hwan Oh, Sailung Yeung, Pin-Yu Chen, Toyotaro Suzumura, Lingli Chen .Learning Graph Topological Features via GAN .[J] arXiv preprint arXiv:1709.03545.
• Tu Dinh Nguyen, Trung Le, Hung Vu, Dinh Phung .Dual Discriminator Generative Adversarial Nets .[J] arXiv preprint arXiv:1709.03831.
• Hui Ding, Kumar Sricharan, Rama Chellappa .ExprGAN: Facial Expression Editing with Controllable Expression Intensity .[J] arXiv preprint arXiv:1709.03842.
• Nikolay Jetchev, Urs Bergmann .The Conditional Analogy GAN: Swapping Fashion Articles on People Images .[J] arXiv preprint arXiv:1709.04695.
• Hao-Wen Dong, Wen-Yi Hsiao, Li-Chia Yang, Yi-Hsuan Yang .MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment .[J] arXiv preprint arXiv:1709.06298.
• Peter Henderson, Wei-Di Chang, Pierre-Luc Bacon, David Meger, Joelle Pineau, Doina Precup .OptionGAN: Learning Joint Reward-Policy Options using Generative Adversarial Inverse Reinforcement Learning .[J] arXiv preprint arXiv:1709.06683.
• Guillermo L. Grinblat, Lucas C. Uzal, Pablo M. Granitto .Class-Splitting Generative Adversarial Networks .[J] arXiv preprint arXiv:1709.07359.
• Chiyu "Max" Jiang, Philip Marcus .Hierarchical Detail Enhancing Mesh-Based Shape Generation with 3D Generative Adversarial Network .[J] arXiv preprint arXiv:1709.07581.
• Wei Xiong, Wenhan Luo, Lin Ma, Wei Liu, Jiebo Luo .Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks .[J] arXiv preprint arXiv:1709.07592.
• Yuki Saito, Shinnosuke Takamichi, Hiroshi Saruwatari .Statistical Parametric Speech Synthesis Incorporating Generative Adversarial Networks .[J] arXiv preprint arXiv:1709.08041.
• Yasir Latif, Ravi Garg, Michael Milford, Ian Reid .Addressing Challenging Place Recognition Tasks using Generative Adversarial Networks .[J] arXiv preprint arXiv:1709.08810.
• Henning Petzka, Asja Fischer, Denis Lukovnicov .On the regularization of Wasserstein GANs .[J] arXiv preprint arXiv:1709.08894.
• Zhifeng Kong, Shuo Ding .Generative Adversarial Networks with Inverse Transformation Unit .[J] arXiv preprint arXiv:1709.09354.
• Jianbo Guo, Guangxiang Zhu, Jian Li .Generative Adversarial Mapping Networks .[J] arXiv preprint arXiv:1709.09820.
• Lei Tai, Jingwei Zhang, Ming Liu, Wolfram Burgard .Socially Compliant Navigation through Raw Depth Inputs with Generative Adversarial Imitation Learning .[J] arXiv preprint arXiv:1710.02543.
• Dwarikanath Mahapatra, Behzad Bozorgtabar .Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution .[J] arXiv preprint arXiv:1710.04783.
• Kenji Enomoto, Ken Sakurada, Weimin Wang, Hiroshi Fukui, Masashi Matsuoka, Ryosuke Nakamura, Nobuo Kawaguchi .Filmy Cloud Removal on Satellite Imagery with Multispectral Conditional Generative Adversarial Nets .[J] arXiv preprint arXiv:1710.04835.
• Zhaocheng Liu, Sean P. Rodrigues, Wenshan Cai .Simulating the Ising Model with a Deep Convolutional Generative Adversarial Network .[J] arXiv preprint arXiv:1710.04987.
• Yuxin Peng, Jinwei Qi, Yuxin Yuan .CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning .[J] arXiv preprint arXiv:1710.05106.
• Hyemin Ahn, Timothy Ha, Yunho Choi, Hwiyeon Yoo, Songhwai Oh .Text2Action: Generative Adversarial Synthesis from Language to Action .[J] arXiv preprint arXiv:1710.05298.
• Runze Xu, Zhiming Zhou, Weinan Zhang, Yong Yu .Face Transfer with Generative Adversarial Network .[J] arXiv preprint arXiv:1710.06090.
• Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran, Biswa Sengupta, Anil A Bharath .Generative Adversarial Networks: An Overview .[J] arXiv preprint arXiv:1710.07035.
• Kyle Mills, Isaac Tamblyn .Phase space sampling and operator confidence with generative adversarial networks .[J] arXiv preprint arXiv:1710.08053.
• William Fedus, Mihaela Rosca, Balaji Lakshminarayanan, Andrew M. Dai, Shakir Mohamed, Ian Goodfellow .Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step .[J] arXiv preprint arXiv:1710.08446.
• Hyungjoo Cho, Sungbin Lim, Gunho Choi, Hyunseok Min .Neural Stain-Style Transfer Learning using GAN for Histopathological Images .[J] arXiv preprint arXiv:1710.08543.
• Chong Huang, Peter Kairouz, Xiao Chen, Lalitha Sankar, Ram Rajagopal .Context-Aware Generative Adversarial Privacy .[J] arXiv preprint arXiv:1710.09549.
• Maria J. M. Chuquicusma, Sarfaraz Hussein, Jeremy Burt, Ulas Bagci .How to Fool Radiologists with Generative Adversarial Networks? A Visual Turing Test for Lung Cancer Diagnosis .[J] arXiv preprint arXiv:1710.09762.
• Manu Mathew Thomas, Angus G. Forbes .Deep Illumination: Approximating Dynamic Global Illumination with Generative Adversarial Network .[J] arXiv preprint arXiv:1710.09834.
• Tero Karras, Timo Aila, Samuli Laine, Jaakko Lehtinen .Progressive Growing of GANs for Improved Quality, Stability, and Variation .[J] arXiv preprint arXiv:1710.10196.
• Alan Do-Omri, Dalei Wu, Xiaohua Liu .A Self-Training Method for Semi-Supervised GANs .[J] arXiv preprint arXiv:1710.10313.
• Yichi Ma, Muhan Ma .A Novel Approach to Artistic Textual Visualization via GAN .[J] arXiv preprint arXiv:1710.10553.
• Naman Kohli, Daksha Yadav, Mayank Vatsa, Richa Singh, Afzel Noore .Synthetic Iris Presentation Attack using iDCGAN .[J] arXiv preprint arXiv:1710.10565.
• Xingwei Cao, Xuyang Zhao, Qibin Zhao .Tensorizing Generative Adversarial Nets .[J] arXiv preprint arXiv:1710.10772.
• Cem Subakan, Paris Smaragdis .Generative Adversarial Source Separation .[J] arXiv preprint arXiv:1710.10779.
• Soheil Feizi, Changho Suh, Fei Xia, David Tse .Understanding GANs: the LQG Setting .[J] arXiv preprint arXiv:1710.10793.
• Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris Metaxas .StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks .[J] arXiv preprint arXiv:1710.10916.
• Kry Yik Chau Lui, Yanshuai Cao, Maxime Gazeau, Kelvin Shuangjian Zhang .Implicit Manifold Learning on Generative Adversarial Networks .[J] arXiv preprint arXiv:1710.11260.
• Yannic Kilcher, Gary Becigneul, Thomas Hofmann .Parametrizing filters of a CNN with a GAN .[J] arXiv preprint arXiv:1710.11386.
• Sang-gil Lee, Uiwon Hwang, Seonwoo Min, Sungroh Yoon .A SeqGAN for Polyphonic Music Generation .[J] arXiv preprint arXiv:1710.11418.
• Zhe-Cheng Fan, Yen-Lin Lai, Jyh-Shing Roger Jang .SVSGAN: Singing Voice Separation via Generative Adversarial Network .[J] arXiv preprint arXiv:1710.11428.
• Constantinos Daskalakis, Andrew Ilyas, Vasilis Syrgkanis, Haoyang Zeng .Training GANs with Optimism .[J] arXiv preprint arXiv:1711.00141.
• Xinyue Zhu, Yifan Liu, Zengchang Qin, Jiahong Li .Data Augmentation in Emotion Classification Using Generative Adversarial Networks .[J] arXiv preprint arXiv:1711.00648.
• Zhijie Deng, Hao Zhang, Xiaodan Liang, Luona Yang, Shizhen Xu, Jun Zhu, Eric P. Xing .Structured Generative Adversarial Networks .[J] arXiv preprint arXiv:1711.00889.
• Shibani Santurkar, Ludwig Schmidt, Aleksander Mądry .A Classification-Based Perspective on GAN Distributions .[J] arXiv preprint arXiv:1711.00970.
• Anuroop Sriram, Heewoo Jun, Yashesh Gaur, Sanjeev Satheesh .Robust Speech Recognition Using Generative Adversarial Networks .[J] arXiv preprint arXiv:1711.01567.
• Trung Le, Tu Dinh Nguyen, Dinh Phung .KGAN: How to Break The Minimax Game in GAN .[J] arXiv preprint arXiv:1711.01744.
• Jiajun Zhang, Zhiguo Shi .Deformable Deep Convolutional Generative Adversarial Network in Microwave Based Hand Gesture Recognition System .[J] arXiv preprint arXiv:1711.01968.
• Dimitrios Marmanis, Wei Yao, Fathalrahman Adam, Mihai Datcu, Peter Reinartz, Konrad Schindler, Jan Dirk Wegner, Uwe Stilla .Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data .[J] arXiv preprint arXiv:1711.02010.
• Chaoyun Zhang, Xi Ouyang, Paul Patras .ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network .[J] arXiv preprint arXiv:1711.02413.
• Sanjeev Arora, Andrej Risteski, Yi Zhang .Theoretical limitations of Encoder-Decoder GAN architectures .[J] arXiv preprint arXiv:1711.02651.
• Chenxiao Zhu, Lingqing Xu, Xiao-Yang Liu, Feng Qian .Tensor-Generative Adversarial Network with Two-dimensional Sparse Coding: Application to Real-time Indoor Localization .[J] arXiv preprint arXiv:1711.02666.
• Pengchuan Zhang, Qiang Liu, Dengyong Zhou, Tao Xu, Xiaodong He .On the Discrimination-Generalization Tradeoff in GANs .[J] arXiv preprint arXiv:1711.02771.
• Zi-Yi Dou .Metric Learning-based Generative Adversarial Network .[J] arXiv preprint arXiv:1711.02792.
• Liwei Cai, William Yang Wang .KBGAN: Adversarial Learning for Knowledge Graph Embeddings .[J] arXiv preprint arXiv:1711.04071.
• Uiwon Hwang, Sungwoon Choi, Sungroh Yoon .Disease Prediction from Electronic Health Records Using Generative Adversarial Networks .[J] arXiv preprint arXiv:1711.04126.
• Antreas Antoniou, Amos Storkey, Harrison Edwards .Data Augmentation Generative Adversarial Networks .[J] arXiv preprint arXiv:1711.04340.
• Youssef Mroueh, Chun-Liang Li, Tom Sercu, Anant Raj, Yu Cheng .Sobolev GAN .[J] arXiv preprint arXiv:1711.04894.
• Yan Ke, Minqing Zhang, Jia Liu, Tingting Su, Xiaoyuan Yang .Generative Steganography with Kerckhoffs' Principle based on Generative Adversarial Networks .[J] arXiv preprint arXiv:1711.04916.
• Gongze Cao, Yezhou Yang, Jie Lei, Cheng Jin, Yang Liu, Mingli Song .TripletGAN: Training Generative Model with Triplet Loss .[J] arXiv preprint arXiv:1711.05084.
• Amélie Royer, Konstantinos Bousmalis, Stephan Gouws, Fred Bertsch, Inbar Mosseri, Forrester Cole, Kevin Murphy .XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings .[J] arXiv preprint arXiv:1711.05139.
• Taihong Xiao, Jiapeng Hong, Jinwen Ma .DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images .[J] arXiv preprint arXiv:1711.05415.
• Chris Donahue, Bo Li, Rohit Prabhavalkar .Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition .[J] arXiv preprint arXiv:1711.05747.
• Yongjun Hong, Uiwon Hwang, Jaeyoon Yoo, Sungroh Yoon .How Generative Adversarial Networks and Its Variants Work: An Overview of GAN .[J] arXiv preprint arXiv:1711.05914.
• Guo-Jun Qi, Liheng Zhang, Hao Hu, Marzieh Edraki, Jingdong Wang, Xian-Sheng Hua .Global versus Localized Generative Adversarial Nets .[J] arXiv preprint arXiv:1711.06020.
• Joost van Amersfoort, Wenzhe Shi, Alejandro Acosta, Francisco Massa, Johannes Totz, Zehan Wang, Jose Caballero .Frame Interpolation with Multi-Scale Deep Loss Functions and Generative Adversarial Networks .[J] arXiv preprint arXiv:1711.06045.
• Dan Ma, Bin Liu, Zhao Kang, Jiayu Zhou, Jianke Zhu, Zenglin Xu .Two Birds with One Stone: Transforming and Generating Facial Images with Iterative GAN .[J] arXiv preprint arXiv:1711.06078.
• Avisek Lahiri, Arnav Jain, Prabir Kumar Biswas, Pabitra Mitra .Improving Consistency and Correctness of Sequence Inpainting using Semantically Guided Generative Adversarial Network .[J] arXiv preprint arXiv:1711.06106.
• Renato Hermoza, Ivan Sipiran .3D Reconstruction of Incomplete Archaeological Objects Using a Generative Adversarial Network .[J] arXiv preprint arXiv:1711.06363.
• Weiyue Wang, Qiangui Huang, Suya You, Chao Yang, Ulrich Neumann .Shape Inpainting using 3D Generative Adversarial Network and Recurrent Convolutional Networks .[J] arXiv preprint arXiv:1711.06375.
• Joachim D. Curtó, Irene C. Zarza, Fernando De La Torre, Irwin King, Michael R. Lyu .High-Resolution Deep Convolutional Generative Adversarial Networks .[J] arXiv preprint arXiv:1711.06491.
• Orest Kupyn, Volodymyr Budzan, Mykola Mykhailych, Dmytro Mishkin, Jiri Matas .DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks .[J] arXiv preprint arXiv:1711.07064.
• Ayush Jaiswal, Wael AbdAlmageed, Yue Wu, Premkumar Natarajan .Bidirectional Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1711.07461.
• Ashley D. Edwards, Charles L. Isbell Jr .Transferring Agent Behaviors from Videos via Motion GANs .[J] arXiv preprint arXiv:1711.07676.
• Ming Hou, Brahim Chaib-draa, Chao Li, Qibin Zhao .Generative Adversarial Positive-Unlabelled Learning .[J] arXiv preprint arXiv:1711.08054.
• Wangli Hao, Zhaoxiang Zhang, He Guan .CMCGAN: A Uniform Framework for Cross-Modal Visual-Audio Mutual Generation .[J] arXiv preprint arXiv:1711.08102.
• Ali Diba, Vivek Sharma, Rainer Stiefelhagen, Luc Van Gool .Object Discovery By Generative Adversarial & Ranking Networks .[J] arXiv preprint arXiv:1711.08174.
• Hongwei Wang, Jia Wang, Jialin Wang, Miao Zhao, Weinan Zhang, Fuzheng Zhang, Xing Xie, Minyi Guo .GraphGAN: Graph Representation Learning with Generative Adversarial Nets .[J] arXiv preprint arXiv:1711.08267.
• Longhui Wei, Shiliang Zhang, Wen Gao, Qi Tian .Person Transfer GAN to Bridge Domain Gap for Person Re-Identification .[J] arXiv preprint arXiv:1711.08565.
• Robin Winter, Djork-Arné Clevert .IVE-GAN: Invariant Encoding Generative Adversarial Networks .[J] arXiv preprint arXiv:1711.08646.
• Shanshan Wang, Lei Zhang .CatGAN: Coupled Adversarial Transfer for Domain Generation .[J] arXiv preprint arXiv:1711.08904.
• Christian F. Baumgartner, Lisa M. Koch, Kerem Can Tezcan, Jia Xi Ang, Ender Konukoglu .Visual Feature Attribution using Wasserstein GANs .[J] arXiv preprint arXiv:1711.08998.
• Yunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, Jaegul Choo .StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation .[J] arXiv preprint arXiv:1711.09020.
• Xiao Dong, Jiasong Wu, Ling Zhou .Demystifying AlphaGo Zero as AlphaGo GAN .[J] arXiv preprint arXiv:1711.09091.
• Pramuditha Perera, Mahdi Abavisani, Vishal M. Patel .In2I : Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks .[J] arXiv preprint arXiv:1711.09334.
• Xi Zhang, Siyu Zhou, Jiashi Feng, Hanjiang Lai, Bo Li, Yan Pan, Jian Yin, Shuicheng Yan .HashGAN:Attention-aware Deep Adversarial Hashing for Cross Modal Retrieval .[J] arXiv preprint arXiv:1711.09347.
• Linqing Liu, Yao Lu, Min Yang, Qiang Qu, Jia Zhu, Hongyan Li .Generative Adversarial Network for Abstractive Text Summarization .[J] arXiv preprint arXiv:1711.09357.
• Siyu Zhou, Weiqiang Zhao, Jiashi Feng, Hanjiang Lai, Yan Pan, Jian Yin, Shuicheng Yan .Personalized and Occupational-aware Age Progression by Generative Adversarial Networks .[J] arXiv preprint arXiv:1711.09368.
• Emad Barsoum, John Kender, Zicheng Liu .HP-GAN: Probabilistic 3D human motion prediction via GAN .[J] arXiv preprint arXiv:1711.09561.
• Matan Sela, Pingmei Xu, Junfeng He, Vidhya Navalpakkam, Dmitry Lagun .GazeGAN - Unpaired Adversarial Image Generation for Gaze Estimation .[J] arXiv preprint arXiv:1711.09767.
• Morteza Mardani, Hatef Monajemi, Vardan Papyan, Shreyas Vasanawala, David Donoho, John Pauly .Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery .[J] arXiv preprint arXiv:1711.10046.
• Rui Qian, Robby T. Tan, Wenhan Yang, Jiajun Su, Jiaying Liu .Attentive Generative Adversarial Network for Raindrop Removal from a Single Image .[J] arXiv preprint arXiv:1711.10098.
• Haoxuan You, Zhicheng Jiao, Haojun Xu, Jie Li, Ying Wang, Xinbo Gao .Restricting Greed in Training of Generative Adversarial Network .[J] arXiv preprint arXiv:1711.10152.
• Geonmo Gu, Seong Tae Kim, Kihyun Kim, Wissam J. Baddar, Yong Man Ro .Differential Generative Adversarial Networks: Synthesizing Non-linear Facial Variations with Limited Number of Training Data .[J] arXiv preprint arXiv:1711.10267.
• Mario Lucic, Karol Kurach, Marcin Michalski, Sylvain Gelly, Olivier Bousquet .Are GANs Created Equal? A Large-Scale Study .[J] arXiv preprint arXiv:1711.10337.
• Hongyu Yang, Di Huang, Yunhong Wang, Anil K. Jain .Learning Face Age Progression: A Pyramid Architecture of GANs .[J] arXiv preprint arXiv:1711.10352.
• Ziqiang Zheng, Zhibin Yu, Haiyong Zheng, Chao Wang, Nan Wang .Pipeline Generative Adversarial Networks for Facial Images Generation with Multiple Attributes .[J] arXiv preprint arXiv:1711.10742.
• Vinay Jethava, Devdatt Dubhashi .GANs for LIFE: Generative Adversarial Networks for Likelihood Free Inference .[J] arXiv preprint arXiv:1711.11139.
• Bo Hu, Ye Tang, Eric I-Chao Chang, Yubo Fan, Maode Lai, Yan Xu .Unsupervised Learning for Cell-level Visual Representation in Histopathology Images with Generative Adversarial Networks .[J] arXiv preprint arXiv:1711.11317.
• Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Andrew Tao, Jan Kautz, Bryan Catanzaro .High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs .[J] arXiv preprint arXiv:1711.11585.
• Alexandre Yahi, Rami Vanguri, Noémie Elhadad, Nicholas P. Tatonetti .Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods for Predicting Drug-Induced Laboratory Test Trajectories .[J] arXiv preprint arXiv:1712.00164.
• Heng Wang, Zengchang Qin, Tao Wan .Text Generation Based on Generative Adversarial Nets with Latent Variable .[J] arXiv preprint arXiv:1712.00170.
• Nikolay Jetchev, Urs Bergmann, Calvin Seward .GANosaic: Mosaic Creation with Generative Texture Manifolds .[J] arXiv preprint arXiv:1712.00269.
• Jian Zhang, Yuxin Peng, Mingkuan Yuan .Unsupervised Generative Adversarial Cross-modal Hashing .[J] arXiv preprint arXiv:1712.00358.
• Samaneh Azadi, Matthew Fisher, Vladimir Kim, Zhaowen Wang, Eli Shechtman, Trevor Darrell .Multi-Content GAN for Few-Shot Font Style Transfer .[J] arXiv preprint arXiv:1712.00516.
• Yuankai Huo, Zhoubing Xu, Shunxing Bao, Camilo Bermudez, Andrew J. Plassard, Jiaqi Liu, Yuang Yao, Albert Assad, Richard G. Abramson, Bennett A. Landman .Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1712.00542.
• Frans A. Oliehoek, Rahul Savani, Jose Gallego-Posada, Elise van der Pol, Edwin D. de Jong, Roderich Gross .GANGs: Generative Adversarial Network Games .[J] arXiv preprint arXiv:1712.00679.
• Jean Kossaifi, Linh Tran, Yannis Panagakis, Maja Pantic .GAGAN: Geometry-Aware Generative Adversarial Networks .[J] arXiv preprint arXiv:1712.00684.
• Xingyu Chen, Junzhi Yu, Shihan Kong, Zhengxing Wu, Xi Fang, Li Wen .Towards Quality Advancement of Underwater Machine Vision with Generative Adversarial Networks .[J] arXiv preprint arXiv:1712.00736.
• Zhiwu Huang, Bernhard Kratzwald, Danda Pani Paudel, Jiqing Wu, Luc Van Gool .Face Translation between Images and Videos using Identity-aware CycleGAN .[J] arXiv preprint arXiv:1712.00971.
• Jiqing Wu, Zhiwu Huang, Janine Thoma, Luc Van Gool .Energy-relaxed Wasserstein GANs(EnergyWGAN): Towards More Stable and High Resolution Image Generation .[J] arXiv preprint arXiv:1712.01026.
• Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko, Dushyant Mehta, Srinath Sridhar, Dan Casas, Christian Theobalt .GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB .[J] arXiv preprint arXiv:1712.01057.
• Yizhe Zhu, Mohamed Elhoseiny, Bingchen Liu, Ahmed Elgammal .Imagine it for me: Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts .[J] arXiv preprint arXiv:1712.01381.
• Zhiqian Chen, Xuchao Zhang, Arnold P. Boedihardjo, Jing Dai, Chang-Tien Lu .Multimodal Storytelling via Generative Adversarial Imitation Learning .[J] arXiv preprint arXiv:1712.01455.
• Zhiqian Chen, Chih-Wei Wu, Yen-Cheng Lu, Alexander Lerch, Chang-Tien Lu .Learning to Fuse Music Genres with Generative Adversarial Dual Learning .[J] arXiv preprint arXiv:1712.01456.
• Hojjat Salehinejad, Shahrokh Valaee, Tim Dowdell, Errol Colak, Joseph Barfett .Generalization of Deep Neural Networks for Chest Pathology Classification in X-Rays Using Generative Adversarial Networks .[J] arXiv preprint arXiv:1712.01636.
• Sihao Ding, Andreas Wallin .Towards Recovery of Conditional Vectors from Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1712.01833.
• Omid Poursaeed, Isay Katsman, Bicheng Gao, Serge Belongie .Generative Adversarial Perturbations .[J] arXiv preprint arXiv:1712.02328.
• Tatjana Chavdarova, François Fleuret .SGAN: An Alternative Training of Generative Adversarial Networks .[J] arXiv preprint arXiv:1712.02330.
• Jifeng Wang, Xiang Li, Le Hui, Jian Yang .Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal .[J] arXiv preprint arXiv:1712.02478.
• Tom Sercu, Youssef Mroueh .Semi-Supervised Learning with IPM-based GANs: an Empirical Study .[J] arXiv preprint arXiv:1712.02505.
• Teng Zhang, Arnold Wiliem, Siqi Yang, Brian C. Lovell .TV-GAN: Generative Adversarial Network Based Thermal to Visible Face Recognition .[J] arXiv preprint arXiv:1712.02514.
• Adrian Bulat, Georgios Tzimiropoulos .Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs .[J] arXiv preprint arXiv:1712.02765.
• Lukas Mosser, Olivier Dubrule, Martin J. Blunt .Stochastic reconstruction of an oolitic limestone by Generative Adversarial networks .[J] arXiv preprint arXiv:1712.02854.
• Xiaohan Jin, Ye Qi, Shangxuan Wu .CycleGAN Face-off .[J] arXiv preprint arXiv:1712.03451.
• Wissam J. Baddar, Geonmo Gu, Sangmin Lee, Yong Man Ro .Dynamics Transfer GAN: Generating Video by Transferring Arbitrary Temporal Dynamics from a Source Video to a Single Target Image .[J] arXiv preprint arXiv:1712.03534.
• Brian Dolhansky, Cristian Canton Ferrer .Eye In-Painting with Exemplar Generative Adversarial Networks .[J] arXiv preprint arXiv:1712.03999.
• Zinan Lin, Ashish Khetan, Giulia Fanti, Sewoong Oh .PacGAN: The power of two samples in generative adversarial networks .[J] arXiv preprint arXiv:1712.04086.
• Alexander Sage, Eirikur Agustsson, Radu Timofte, Luc Van Gool .Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks .[J] arXiv preprint arXiv:1712.04407.
• Dianna Radpour, Vivek Bheda .Conditional Generative Adversarial Networks for Emoji Synthesis with Word Embedding Manipulation .[J] arXiv preprint arXiv:1712.04421.
• Jiankang Deng, Shiyang Cheng, Niannan Xue, Yuxiang Zhou, Stefanos Zafeiriou .UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition .[J] arXiv preprint arXiv:1712.04695.
• Junghoon Seo, Taegyun Jeon .On reproduction of On the regularization of Wasserstein GANs .[J] arXiv preprint arXiv:1712.05882.
• Bingzhe Wu, Haodong Duan, Zhichao Liu, Guangyu Sun .SRPGAN: Perceptual Generative Adversarial Network for Single Image Super Resolution .[J] arXiv preprint arXiv:1712.05927.
• Santiago Pascual, Maruchan Park, Joan Serrà, Antonio Bonafonte, Kang-Hun Ahn .Language and Noise Transfer in Speech Enhancement Generative Adversarial Network .[J] arXiv preprint arXiv:1712.06340.
• Xudong Mao, Qing Li, Haoran Xie, Raymond Y.K. Lau, Zhen Wang, Stephen Paul Smolley .On the Effectiveness of Least Squares Generative Adversarial Networks .[J] arXiv preprint arXiv:1712.06391.
• Asha Anoosheh, Eirikur Agustsson, Radu Timofte, Luc Van Gool .ComboGAN: Unrestrained Scalability for Image Domain Translation .[J] arXiv preprint arXiv:1712.06909.
• Ming-ming Liu, Min-qing Zhang, Jia Liu, Ying-nan Zhang, Yan Ke .Coverless Information Hiding Based on Generative adversarial networks .[J] arXiv preprint arXiv:1712.06951.
• Tengyuan Liang .How Well Can Generative Adversarial Networks Learn Densities: A Nonparametric View .[J] arXiv preprint arXiv:1712.08244.
• Yamaguchi Kousuke, Tanaka Kanji, Sugimoto Takuma .Use of Generative Adversarial Network for Cross-Domain Change Detection .[J] arXiv preprint arXiv:1712.08868.
• Baiyang Wang, Diego Klabjan .Generative Adversarial Nets for Multiple Text Corpora .[J] arXiv preprint arXiv:1712.09127.

2018

• Aliaksandr Siarohin, Enver Sangineto, Stephane Lathuiliere, Nicu Sebe .Deformable GANs for Pose-based Human Image Generation .[J] arXiv preprint arXiv:1801.00055.
• Xing Di, Vishal M. Patel .Face Synthesis from Visual Attributes via Sketch using Conditional VAEs and GANs .[J] arXiv preprint arXiv:1801.00077.
• Mikołaj Bińkowski, Dougal J. Sutherland, Michael Arbel, Arthur Gretton .Demystifying MMD GANs .[J] arXiv preprint arXiv:1801.01401.
• Peilun Li, Xiaodan Liang, Daoyuan Jia, Eric P. Xing .Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption .[J] arXiv preprint arXiv:1801.01726.
• Chengyuan Zhang, Lin Wu, Yang Wang .Crossing Generative Adversarial Networks for Cross-View Person Re-identification .[J] arXiv preprint arXiv:1801.01760.
• Maayan Frid-Adar, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan .Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification .[J] arXiv preprint arXiv:1801.02385.
• Adrian Albert, Emanuele Strano, Jasleen Kaur, Marta Gonzalez .Modeling urbanization patterns with generative adversarial networks .[J] arXiv preprint arXiv:1801.02710.
• Wengling Chen, James Hays .SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis .[J] arXiv preprint arXiv:1801.02753.
• Ashutosh Kumar, Arijit Biswas, Subhajit Sanyal .eCommerceGAN : A Generative Adversarial Network for E-commerce .[J] arXiv preprint arXiv:1801.03244.
• Ziqiang Zheng, Chao Wang, Zhibin Yu, Haiyong Zheng, Bing Zheng .Instance Map based Image Synthesis with a Denoising Generative Adversarial Network .[J] arXiv preprint arXiv:1801.03252.
• Yunyi Liang, Zhiyong Cui, Yu Tian, Huimiao Chen, Yinhai Wang .A Deep Generative Adversarial Architecture for Network-Wide Spatial-Temporal Traffic State Estimation .[J] arXiv preprint arXiv:1801.03818.
• Cameron Fabbri, Md Jahidul Islam, Junaed Sattar .Enhancing Underwater Imagery using Generative Adversarial Networks .[J] arXiv preprint arXiv:1801.04011.
• Saifuddin Hitawala .Comparative Study on Generative Adversarial Networks .[J] arXiv preprint arXiv:1801.04271.
• Lars Mescheder, Andreas Geiger, Sebastian Nowozin .Which Training Methods for GANs do actually Converge? .[J] arXiv preprint arXiv:1801.04406.
• Aidan N. Gomez, Sicong Huang, Ivan Zhang, Bryan M. Li, Muhammad Osama, Lukasz Kaiser .Unsupervised Cipher Cracking Using Discrete GANs .[J] arXiv preprint arXiv:1801.04883.
• Komei Sugiura, Hisashi Kawai .Grounded Language Understanding for Manipulation Instructions Using GAN-Based Classification .[J] arXiv preprint arXiv:1801.05096.
• Rie Johnson, Tong Zhang .Composite Functional Gradient Learning of Generative Adversarial Models .[J] arXiv preprint arXiv:1801.06309.
• Aishik Konwer, Ayan Kumar Bhunia, Abir Bhowmick, Ankan Kumar Bhunia, Prithaj Banerjee, Partha Pratim Roy, Umapada Pal .Staff line Removal using Generative Adversarial Networks .[J] arXiv preprint arXiv:1801.07141.
• Ankan Kumar Bhunia, Ayan Kumar Bhunia, Prithaj Banerjee, Aishik Konwer, Abir Bhowmick, Partha Pratim Roy, Umapada Pal .Word Level Font-to-Font Image Translation using Convolutional Recurrent Generative Adversarial Networks .[J] arXiv preprint arXiv:1801.07156.
• Chichen Fu, Soonam Lee, David Joon Ho, Shuo Han, Paul Salama, Kenneth W. Dunn, Edward J. Delp .Fluorescence Microscopy Image Segmentation Using Convolutional Neural Network With Generative Adversarial Networks .[J] arXiv preprint arXiv:1801.07198.
• Unaiza Ahsan, Chen Sun, Irfan Essa .DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks .[J] arXiv preprint arXiv:1801.07230.
• Zeyuan Chen, Shaoliang Nie, Tianfu Wu, Christopher G. Healey .High Resolution Face Completion with Multiple Controllable Attributes via Fully End-to-End Progressive Generative Adversarial Networks .[J] arXiv preprint arXiv:1801.07632.
• William Fedus, Ian Goodfellow, Andrew M. Dai .MaskGAN: Better Text Generation via Filling in the .[J] arXiv preprint arXiv:1801.07736.
• Peipei Li, Yibo Hu, Qi Li, Ran He, Zhenan Sun .Global and Local Consistent Age Generative Adversarial Networks .[J] arXiv preprint arXiv:1801.08390.
• Bo Chang, Qiong Zhang, Shenyi Pan, Lili Meng .Generating Handwritten Chinese Characters using CycleGAN .[J] arXiv preprint arXiv:1801.08624.
• Wenqiang Xu, Yonglu Li, Cewu Lu .Generating Instance Segmentation Annotation by Geometry-guided GAN .[J] arXiv preprint arXiv:1801.08839.
• Andres C Rodriguez, Tomasz Kacprzak, Aurelien Lucchi, Adam Amara, Raphael Sgier, Janis Fluri, Thomas Hofmann, Alexandre Réfrégier .Fast Cosmic Web Simulations with Generative Adversarial Networks .[J] arXiv preprint arXiv:1801.09070.
• Behnaz Nojavanasghari, Yuchi Huang, Saad Khan .Interactive Generative Adversarial Networks for Facial Expression Generation in Dyadic Interactions .[J] arXiv preprint arXiv:1801.09092.
• Duhyeon Bang, Hyunjung Shim .Improved Training of Generative Adversarial Networks Using Representative Features .[J] arXiv preprint arXiv:1801.09195.
• You Xie, Erik Franz, Mengyu Chu, Nils Thuerey .tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow .[J] arXiv preprint arXiv:1801.09710.
• Kyongsik Yun, Jessi Bustos, Thomas Lu .Predicting Rapid Fire Growth (Flashover) Using Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1801.09804.
• Si Liu, Yao Sun, Defa Zhu, Renda Bao, Wei Wang, Xiangbo Shu, Shuicheng Yan .Face Aging with Contextual Generative Adversarial Nets .[J] arXiv preprint arXiv:1802.00237.
• Shabab Bazrafkan, Hossein Javidnia, Peter Corcoran .Face Synthesis with Landmark Points from Generative Adversarial Networks and Inverse Latent Space Mapping .[J] arXiv preprint arXiv:1802.00390.
• Shashank Sharma, Vinay P. Namboodiri .No Modes left behind: Capturing the data distribution effectively using GANs .[J] arXiv preprint arXiv:1802.00771.
• Yue Wu, Yinpeng Chen, Lijuan Wang, Yuancheng Ye, Zicheng Liu, Yandong Guo, Zhengyou Zhang, Yun Fu .Incremental Classifier Learning with Generative Adversarial Networks .[J] arXiv preprint arXiv:1802.00853.
• Salman Ul Hassan Dar, Mahmut Yurt, Levent Karacan, Aykut Erdem, Erkut Erdem, Tolga Çukur .Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1802.01221.
• Maya Kabkab, Pouya Samangouei, Rama Chellappa .Task-Aware Compressed Sensing with Generative Adversarial Networks .[J] arXiv preprint arXiv:1802.01284.
• Jingjing Xu, Xu Sun, Xuancheng Ren, Junyang Lin, Binzhen Wei, Wei Li .DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text .[J] arXiv preprint arXiv:1802.01345.
• Karim Said Barsim, Lirong Yang, Bin Yang .Selective Sampling and Mixture Models in Generative Adversarial Networks .[J] arXiv preprint arXiv:1802.01568.
• Xu Chen, Jiang Wang, Hao Ge .Training Generative Adversarial Networks via Primal-Dual Subgradient Methods: A Lagrangian Perspective on GAN .[J] arXiv preprint arXiv:1802.01765.
• Nhat M. Nguyen, Nilanjan Ray .Generative Adversarial Networks using Adaptive Convolution .[J] arXiv preprint arXiv:1802.02226.
• Siyu Chen, Danping Liao, Yuntao Qian .Spectral Image Visualization Using Generative Adversarial Networks .[J] arXiv preprint arXiv:1802.02290.
• Mengshi Zhang, Yuqun Zhang, Lingming Zhang, Cong Liu, Sarfraz Khurshid .DeepRoad: GAN-based Metamorphic Autonomous Driving System Testing .[J] arXiv preprint arXiv:1802.02295.
• Jian Zhang, Yuxin Peng, Mingkuan Yuan .SCH-GAN: Semi-supervised Cross-modal Hashing by Generative Adversarial Network .[J] arXiv preprint arXiv:1802.02488.
• Jiang Yun, Tan Ning, Zhang Hai, Peng Tingting .Bitewing Radiography Semantic Segmentation Base on Conditional Generative Adversarial Nets .[J] arXiv preprint arXiv:1802.02571.
• Valentin Khrulkov, Ivan Oseledets .Geometry Score: A Method For Comparing Generative Adversarial Networks .[J] arXiv preprint arXiv:1802.02664.
• Emilien Dupont, Tuanfeng Zhang, Peter Tilke, Lin Liang, William Bailey .Generating Realistic Geology Conditioned on Physical Measurements with Generative Adversarial Networks .[J] arXiv preprint arXiv:1802.03065.
• Ali Borji .Pros and Cons of GAN Evaluation Measures .[J] arXiv preprint arXiv:1802.03446.
• Zilong Zhong, Jonathan Li .Generative Adversarial Networks and Probabilistic Graph Models for Hyperspectral Image Classification .[J] arXiv preprint arXiv:1802.03495.
• Chris Donahue, Julian McAuley, Miller Puckette .Synthesizing Audio with Generative Adversarial Networks .[J] arXiv preprint arXiv:1802.04208.
• Li Liu, Jie Chen, Guoying Zhao, Paul Fieguth, Xilin Chen, Matti Pietikäinen .Texture Classification in Extreme Scale Variations using GANet .[J] arXiv preprint arXiv:1802.04441.
• Calvin Seward, Thomas Unterthiner, Urs Bergmann, Nikolay Jetchev, Sepp Hochreiter .First Order Generative Adversarial Networks .[J] arXiv preprint arXiv:1802.04591.
• Weishong Dong, Ming Yuan, Xin Li, Guangming Shi .Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network .[J] arXiv preprint arXiv:1802.04723.
• Sri Kalyan Yarlagadda, David Güera, Paolo Bestagini, Fengqing Maggie Zhu, Stefano Tubaro, Edward J. Delp .Satellite Image Forgery Detection and Localization Using GAN and One-Class Classifier .[J] arXiv preprint arXiv:1802.04881.
• Yao-Hung Hubert Tsai, Makoto Yamada, Denny Wu, Ruslan Salakhutdinov, Ichiro Takeuchi, Kenji Fukumizu .Selecting the Best in GANs Family: a Post Selection Inference Framework .[J] arXiv preprint arXiv:1802.05411.
• Lukas Mosser, Olivier Dubrule, Martin J. Blunt .Conditioning of three-dimensional generative adversarial networks for pore and reservoir-scale models .[J] arXiv preprint arXiv:1802.05622.
• Takeru Miyato, Masanori Koyama .cGANs with Projection Discriminator .[J] arXiv preprint arXiv:1802.05637.
• Antonia Creswell, Anil A Bharath .Inverting The Generator Of A Generative Adversarial Network (II) .[J] arXiv preprint arXiv:1802.05701.
• Takeru Miyato, Toshiki Kataoka, Masanori Koyama, Yuichi Yoshida .Spectral Normalization for Generative Adversarial Networks .[J] arXiv preprint arXiv:1802.05957.
• Tengyuan Liang, James Stokes .Interaction Matters: A Note on Non-asymptotic Local Convergence of Generative Adversarial Networks .[J] arXiv preprint arXiv:1802.06132.
• Ayush Jaiswal, Wael AbdAlmageed, Yue Wu, Premkumar Natarajan .CapsuleGAN: Generative Adversarial Capsule Network .[J] arXiv preprint arXiv:1802.06167.
• Houssam Zenati, Chuan Sheng Foo, Bruno Lecouat, Gaurav Manek, Vijay Ramaseshan Chandrasekhar .Efficient GAN-Based Anomaly Detection .[J] arXiv preprint arXiv:1802.06222.
• Jinsung Yoon, James Jordon, Mihaela van der Schaar .RadialGAN: Leveraging multiple datasets to improve target-specific predictive models using Generative Adversarial Networks .[J] arXiv preprint arXiv:1802.06403.
• Shuang Ma, Jianlong Fu, Chang Wen Chen, Tao Mei .DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials) .[J] arXiv preprint arXiv:1802.06454.
• Liyang Xie, Kaixiang Lin, Shu Wang, Fei Wang, Jiayu Zhou .Differentially Private Generative Adversarial Network .[J] arXiv preprint arXiv:1802.06739.
• Yang Gao, Rita Singh, Bhiksha Raj .Voice Impersonation using Generative Adversarial Networks .[J] arXiv preprint arXiv:1802.06840.
• Arjun Karuvally .A Study into the similarity in generator and discriminator in GAN architecture .[J] arXiv preprint arXiv:1802.07401.
• Jie Cao, Yibo Hu, Bing Yu, Ran He, Zhenan Sun .Load Balanced GANs for Multi-view Face Image Synthesis .[J] arXiv preprint arXiv:1802.07447.
• Avi Ben-Cohen, Eyal Klang, Stephen P. Raskin, Shelly Soffer, Simona Ben-Haim, Eli Konen, Michal Marianne Amitai, Hayit Greenspan .Cross-Modality Synthesis from CT to PET using FCN and GAN Networks for Improved Automated Lesion Detection .[J] arXiv preprint arXiv:1802.07846.
• Maziar Sanjabi, Jimmy Ba, Meisam Razaviyayn, Jason D. Lee .Solving Approximate Wasserstein GANs to Stationarity .[J] arXiv preprint arXiv:1802.08249.
• Viraj Shah, Chinmay Hegde .Solving Linear Inverse Problems Using GAN Priors: An Algorithm with Provable Guarantees .[J] arXiv preprint arXiv:1802.08406.
• Augustus Odena, Jacob Buckman, Catherine Olsson, Tom B. Brown, Christopher Olah, Colin Raffel, Ian Goodfellow .Is Generator Conditioning Causally Related to GAN Performance? .[J] arXiv preprint arXiv:1802.08768.
• Dimitris Kastaniotis, Ioanna Ntinou, Dimitrios Tsourounis, George Economou, Spiros Fotopoulos .Attention-Aware Generative Adversarial Networks (ATA-GANs) .[J] arXiv preprint arXiv:1802.09070.
• Zizhao Zhang, Lin Yang, Yefeng Zheng .Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network .[J] arXiv preprint arXiv:1802.09655.
• Shaobo Fang, Zeman Shao, Runyu Mao, Chichen Fu, Deborah A. Kerr, Carol J. Boushey, Edward J. Delp, Fengqing Zhu .Single-View Food Portion Estimation: Learning Image-to-Energy Mappings Using Generative Adversarial Networks .[J] arXiv preprint arXiv:1802.09670.
• Zhi Xu, Chengtao Li, Stefanie Jegelka .Robust GANs against Dishonest Adversaries .[J] arXiv preprint arXiv:1802.09700.
• Amjad Almahairi, Sai Rajeswar, Alessandro Sordoni, Philip Bachman, Aaron Courville .Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data .[J] arXiv preprint arXiv:1802.10151.
• Gauthier Gidel, Hugo Berard, Pascal Vincent, Simon Lacoste-Julien .A Variational Inequality Perspective on Generative Adversarial Nets .[J] arXiv preprint arXiv:1802.10551.
• Mark Kliger, Shachar Fleishman .Novelty Detection with GAN .[J] arXiv preprint arXiv:1802.10560.
• .Synthesizing realistic neural population activity patterns using Generative Adversarial Networks .[J] arXiv preprint arXiv:1803.00338.
• .MAGAN: Aligning Biological Manifolds .[J] arXiv preprint arXiv:1803.00385.
• .Evolutionary Generative Adversarial Networks .[J] arXiv preprint arXiv:1803.00657.
• .NetGAN: Generating Graphs via Random Walks .[J] arXiv preprint arXiv:1803.00816.
• .Can we steal your vocal identity from the Internet?: Initial investigation of cloning Obama's voice using GAN, WaveNet and low-quality found data .[J] arXiv preprint arXiv:1803.00860.
• .Quantitatively Evaluating GANs With Divergences Proposed for Training .[J] arXiv preprint arXiv:1803.01045.
• .GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification .[J] arXiv preprint arXiv:1803.01229.
• .Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network .[J] arXiv preprint arXiv:1803.01417.
• .Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks .[J] arXiv preprint arXiv:1803.01500.
• .Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect .[J] arXiv preprint arXiv:1803.01541.
• .ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing .[J] arXiv preprint arXiv:1803.01837.
• .Generating Differentially Private Datasets Using GANs .[J] arXiv preprint arXiv:1803.03148.
• .Task Specific Visual Saliency Prediction with Memory Augmented Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1803.03354.
• .Cross-View Image Synthesis using Conditional GANs .[J] arXiv preprint arXiv:1803.03396.
• .An Introduction to Image Synthesis with Generative Adversarial Nets .[J] arXiv preprint arXiv:1803.04469.
• .Correction by Projection: Denoising Images with Generative Adversarial Networks .[J] arXiv preprint arXiv:1803.04477.
• .Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data .[J] arXiv preprint arXiv:1803.05137.
• Kamyar Nazeri, Eric Ng .Image Colorization with Generative Adversarial Networks .[J] arXiv preprint arXiv:1803.05400.
• Tim Salimans, Han Zhang, Alec Radford, Dimitris Metaxas .Improving GANs Using Optimal Transport .[J] arXiv preprint arXiv:1803.05573.
• Kanglin Liu .Varying k-Lipschitz Constraint for Generative Adversarial Networks .[J] arXiv preprint arXiv:1803.06107.
• Ruud Barth, Jochen Hemming, Eldert J. van Henten .Improved Part Segmentation Performance by Optimising Realism of Synthetic Images using Cycle Generative Adversarial Networks .[J] arXiv preprint arXiv:1803.06301.
• Can Pu, Runzi Song, Nanbo Li, Robert B Fisher .Sdf-GAN: Semi-supervised Depth Fusion with Multi-scale Adversarial Networks .[J] arXiv preprint arXiv:1803.06657.
• Xinyuan Chen, Chang Xu, Xiaokang Yang, Dacheng Tao .Attention-GAN for Object Transfiguration in Wild Images .[J] arXiv preprint arXiv:1803.06798.
• Jiawei Chen, Janusz Konrad, Prakash Ishwar .VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition .[J] arXiv preprint arXiv:1803.07100.
• Ugur Demir, Gozde Unal .Patch-Based Image Inpainting with Generative Adversarial Networks .[J] arXiv preprint arXiv:1803.07422.
• Seyed Ali Jalalifar, Hosein Hasani, Hamid Aghajan .Speech-Driven Facial Reenactment Using Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1803.07461.
• Shaohui Liu, Yi Wei, Jiwen Lu, Jie Zhou .An Improved Evaluation Framework for Generative Adversarial Networks .[J] arXiv preprint arXiv:1803.07474.
• Hai X. Pham, Yuting Wang, Vladimir Pavlovic .Generative Adversarial Talking Head: Bringing Portraits to Life with a Weakly Supervised Neural Network .[J] arXiv preprint arXiv:1803.07716.
• G. Biau (LPSM), B. Cadre (ENS Rennes), M. Sangnier (LPSM), U. Tanielian (LPSM) .Some Theoretical Properties of GANs .[J] arXiv preprint arXiv:1803.07819.
• Panos Stinis, Tobias Hagge, Alexandre M. Tartakovsky, Enoch Yeung .Enforcing constraints for interpolation and extrapolation in Generative Adversarial Networks .[J] arXiv preprint arXiv:1803.08182.
• Zili Yi, Zhiqin Chen, Hao Zhang, Xin Huang, Minglun Gong .Branched Generative Adversarial Networks for Multi-Scale Image Manifold Learning .[J] arXiv preprint arXiv:1803.08467.
• Hao Ge, Yin Xia, Xu Chen, Randall Berry, Ying Wu .Fictitious GAN: Training GANs with Historical Models .[J] arXiv preprint arXiv:1803.08647.
• Ngoc-Trung Tran, Tuan-Anh Bui, Ngai-Man Cheung .Generative Adversarial Autoencoder Networks .[J] arXiv preprint arXiv:1803.08887.
• Dominic Stark, Barthelemy Launet, Kevin Schawinski, Ce Zhang, Michael Koss, M. Dennis Turp, Lia F. Sartori, Hantian Zhang, Yiru Chen, Anna K. Weigel .PSFGAN: a generative adversarial network system for separating quasar point sources and host galaxy light .[J] arXiv preprint arXiv:1803.08925.
• Wenhao Ding, Liang He .MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks .[J] arXiv preprint arXiv:1803.09059.
• C. Spampinato, S. Palazzo, P. D'Oro, F. Murabito, D. Giordano, M. Shah .VOS-GAN: Adversarial Learning of Visual-Temporal Dynamics for Unsupervised Dense Prediction in Videos .[J] arXiv preprint arXiv:1803.09092.
• Mathijs Pieters, Marco Wiering .Comparing Generative Adversarial Network Techniques for Image Creation and Modification .[J] arXiv preprint arXiv:1803.09093.
• Harrison Nguyen, Richard W. Morris, Anthony W. Harris, Mayuresh S. Korgoankar, Fabio Ramos .Removing scanner biases using Generative Adversarial Networks .[J] arXiv preprint arXiv:1803.09375.
• Libing Geng, Yan Pan, Jikai Chen, Hanjiang Lai .Regularizing Deep Hashing Networks Using GAN Generated Fake Images .[J] arXiv preprint arXiv:1803.09466.
• Giovanni Mariani, Florian Scheidegger, Roxana Istrate, Costas Bekas, Cristiano Malossi .BAGAN: Data Augmentation with Balancing GAN .[J] arXiv preprint arXiv:1803.09655.
• Ke Wang, Junbo Zhang, Sining Sun, Yujun Wang, Fei Xiang, Lei Xie .Investigating Generative Adversarial Networks based Speech Dereverberation for Robust Speech Recognition .[J] arXiv preprint arXiv:1803.10132.
• Taihong Xiao, Jiapeng Hong, Jinwen Ma .ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes .[J] arXiv preprint arXiv:1803.10562.
• Agrim Gupta, Justin Johnson, Li Fei-Fei, Silvio Savarese, Alexandre Alahi .Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks .[J] arXiv preprint arXiv:1803.10892.
• Hideo Terada, Hayaru Shouno .B-DCGAN:Evaluation of Binarized DCGAN for FPGA .[J] arXiv preprint arXiv:1803.10930.
• Hyeongki Kim .Dihedral angle prediction using generative adversarial networks .[J] arXiv preprint arXiv:1803.10996.
• P Manisha, Sujit Gujar .Generative Adversarial Networks (GANs): What it can generate and What it cannot? .[J] arXiv preprint arXiv:1804.00140.
• Jiacen Zhang, Nakamasa Inoue, Koichi Shinoda .I-vector Transformation Using Conditional Generative Adversarial Networks for Short Utterance Speaker Verification .[J] arXiv preprint arXiv:1804.00290.
• Wen-Cheng Chen, Chien-Wen Chen, Min-Chun Hu .SyncGAN: Synchronize the Latent Space of Cross-modal Generative Adversarial Networks .[J] arXiv preprint arXiv:1804.00410.
• Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher .A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation .[J] arXiv preprint arXiv:1804.00522.
• Kemal Davaslioglu, Yalin E. Sagduyu .Generative Adversarial Learning for Spectrum Sensing .[J] arXiv preprint arXiv:1804.00709.
• Lauri Juvela, Bajibabu Bollepalli, Xin Wang, Hirokazu Kameoka, Manu Airaksinen, Junichi Yamagishi, Paavo Alku .Speech waveform synthesis from MFCC sequences with Generative Adversarial networks .[J] arXiv preprint arXiv:1804.00920.
• M Tarek Shaban, Christoph Baur, Nassir Navab, Shadi Albarqouni .StainGAN: Stain Style Transfer for Digital Histological Images .[J] arXiv preprint arXiv:1804.01601.
• Anvita Gupta, James Zou .Feedback GAN (FBGAN) for DNA: a Novel Feedback-Loop Architecture for Optimizing Protein Functions .[J] arXiv preprint arXiv:1804.01694.
• Xi Ouyang, Yu Cheng, Yifan Jiang, Chun-Liang Li, Pan Zhou .Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond .[J] arXiv preprint arXiv:1804.02047.
• Keisuke Oyamada, Hirokazu Kameoka, Takuhiro Kaneko, Kou Tanaka, Nobukatsu Hojo, Hiroyasu Ando .Generative adversarial network-based approach to signal reconstruction from magnitude spectrograms .[J] arXiv preprint arXiv:1804.02181.
• Mehrad Moradshahi, Utkarsh Contractor .Language Modeling with Generative AdversarialNetworks .[J] arXiv preprint arXiv:1804.02617.
• Tiantian Wang, Zhuzhong Qian, Sanglu Lu .PingAn: An Insurance Scheme for Job Acceleration in Geo-distributed Big Data Analytics System .[J] arXiv preprint arXiv:1804.02817.
• Eirikur Agustsson, Michael Tschannen, Fabian Mentzer, Radu Timofte, Luc Van Gool .Generative Adversarial Networks for Extreme Learned Image Compression .[J] arXiv preprint arXiv:1804.02958.
• Bo Zhao, Bo Chang, Zequn Jie, Leonid Sigal .Modular Generative Adversarial Networks .[J] arXiv preprint arXiv:1804.03343.
• Chongxuan Li, Max Welling, Jun Zhu, Bo Zhang .Graphical Generative Adversarial Networks .[J] arXiv preprint arXiv:1804.03429.
• Ryota Natsume, Tatsuya Yatagawa, Shigeo Morishima .RSGAN: Face Swapping and Editing using Face and Hair Representation in Latent Spaces .[J] arXiv preprint arXiv:1804.03447.
• Xin Yi, Ekta Walia, Paul Babyn .Unsupervised and semi-supervised learning with Categorical Generative Adversarial Networks assisted by Wasserstein distance for dermoscopy image Classification .[J] arXiv preprint arXiv:1804.03700.
• Yassir Saquil, Kwang In Kim, Peter Hall .Ranking Generative Adversarial Networks: Subjective Control over Semantic Image Attributes .[J] arXiv preprint arXiv:1804.04082.
• Christoph Baur, Shadi Albarqouni, Nassir Navab .MelanoGANs: High Resolution Skin Lesion Synthesis with GANs .[J] arXiv preprint arXiv:1804.04338.
• Sahin Olut, Yusuf Huseyin Sahin, Ugur Demir, Gozde Unal .Generative Adversarial Training for MRA Image Synthesis Using Multi-Contrast MRI .[J] arXiv preprint arXiv:1804.04366.
• Jelmer M. Wolterink, Tim Leiner, Ivana Isgum .Blood Vessel Geometry Synthesis using Generative Adversarial Networks .[J] arXiv preprint arXiv:1804.04381.
• Duhyeon Bang, Hyunjung Shim .MGGAN: Solving Mode Collapse using Manifold Guided Training .[J] arXiv preprint arXiv:1804.04391.
• Indrasis Chakraborty, Rudrasis Chakraborty, Draguna Vrabie .Generative Adversarial Network based Autoencoder: Application to fault detection problem for closed loop dynamical systems .[J] arXiv preprint arXiv:1804.05320.
• Qiyue Li, Heng Qu, Zhi Liu, Nana Zhou, Wei Sun, Jie Li .AF-DCGAN: Amplitude Feature Deep Convolutional GAN for Fingerprint Construction in Indoor Localization System .[J] arXiv preprint arXiv:1804.05347.
• Ysbrand Galama, Thomas Mensink .IterGANs: Iterative GANs to Learn and Control 3D Object Transformation .[J] arXiv preprint arXiv:1804.05651.
• Zhihua Wang, Stefano Rosa, Linhai Xie, Bo Yang, Sen Wang, Niki Trigoni, Andrew Markham .Defo-Net: Learning Body Deformation using Generative Adversarial Networks .[J] arXiv preprint arXiv:1804.05928.
• Lan Wang, Chenqiang Gao, Luyu Yang, Yue Zhao, Wangmeng Zuo, Deyu Meng .PM-GANs: Discriminative Representation Learning for Action Recognition Using Partial-modalities .[J] arXiv preprint arXiv:1804.06248.
• Shiyu Ning, Hongteng Xu, Li Song, Rong Xie, Wenjun Zhang .Learning an Inverse Tone Mapping Network with a Generative Adversarial Regularizer .[J] arXiv preprint arXiv:1804.07677.
• Tongtao Zhang, Heng Ji .Event Extraction with Generative Adversarial Imitation Learning .[J] arXiv preprint arXiv:1804.07881.
• Zhaofan Qiu, Yingwei Pan, Ting Yao, Tao Mei .Deep Semantic Hashing with Generative Adversarial Networks .[J] arXiv preprint arXiv:1804.08275.
• Mehdi Mohammadi, Ala Al-Fuqaha, Jun-Seok Oh .Path Planning in Support of Smart Mobility Applications using Generative Adversarial Networks .[J] arXiv preprint arXiv:1804.08396.
• Pierre-Luc Dallaire-Demers, Nathan Killoran .Quantum generative adversarial networks .[J] arXiv preprint arXiv:1804.08641.
• Witold Oleszkiewicz, Tomasz Włodarczyk, Karol Piczak, Tomasz Trzcinski, Peter Kairouz, Ram Rajagopal .Siamese Generative Adversarial Privatizer for Biometric Data .[J] arXiv preprint arXiv:1804.08757.
• Seth Lloyd, Christian Weedbrook .Quantum generative adversarial learning .[J] arXiv preprint arXiv:1804.09139.
• Edoardo Giacomello, Pier Luca Lanzi, Daniele Loiacono .DOOM Level Generation using Generative Adversarial Networks .[J] arXiv preprint arXiv:1804.09154.
• Hao-Wen Dong, Yi-Hsuan Yang .Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation .[J] arXiv preprint arXiv:1804.09399.
• Chenrui Zhang, Yuxin Peng .Visual Data Synthesis via GAN for Zero-Shot Video Classification .[J] arXiv preprint arXiv:1804.10073.
• Xiao Lin, Mohamed R. Amer .Human Motion Modeling using DVGANs .[J] arXiv preprint arXiv:1804.10652.
• Samarth Tripathi, Renbo Tu .Towards Deeper Generative Architectures for GANs using Dense connections .[J] arXiv preprint arXiv:1804.11031.
• Yujia Zhang, Michael Kampffmeyer, Xiaodan Liang, Dingwen Zhang, Min Tan, Eric P. Xing .DTR-GAN: Dilated Temporal Relational Adversarial Network for Video Summarization .[J] arXiv preprint arXiv:1804.11228.
• Shabab Bazrafkan, Hossein Javidnia, Peter Corcoran .Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN) .[J] arXiv preprint arXiv:1805.00316.
• Kyongsik Yun, Thomas Lu, Edward Chow .Occluded object reconstruction for first responders with augmented reality glasses using conditional generative adversarial networks .[J] arXiv preprint arXiv:1805.00322.
• Cristian Bodnar .Text to Image Synthesis Using Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.00676.
• Vanessa Volz, Jacob Schrum, Jialin Liu, Simon M. Lucas, Adam Smith, Sebastian Risi .Evolving Mario Levels in the Latent Space of a Deep Convolutional Generative Adversarial Network .[J] arXiv preprint arXiv:1805.00728.
• Pasquale Musella, Francesco Pandolfi .Fast and accurate simulation of particle detectors using Generative Adversarial neural networks .[J] arXiv preprint arXiv:1805.00850.
• Yixin Du, Xin Li .Perceptually Optimized Generative Adversarial Network for Single Image Dehazing .[J] arXiv preprint arXiv:1805.01084.
• Hyojin Park, YoungJoon Yoo, Nojun Kwak .MC-GAN: Multi-conditional Generative Adversarial Network for Image Synthesis .[J] arXiv preprint arXiv:1805.01123.
• Yaxing Wang, Chenshen Wu, Luis Herranz, Joost van de Weijer, Abel Gonzalez-Garcia, Bogdan Raducanu .Transferring GANs: generating images from limited data .[J] arXiv preprint arXiv:1805.01677.
• Chengcheng Li, Zi Wang, Hairong Qi .Fast-converging Conditional Generative Adversarial Networks for Image Synthesis .[J] arXiv preprint arXiv:1805.01972.
• Dwarikanath Mahapatra, Suman Sedai, Rahil Garnavi .Elastic Registration of Medical Images With GANs .[J] arXiv preprint arXiv:1805.02369.
• Xudong Mao, Qing Li .Unpaired Multi-Domain Image Generation via Regularized Conditional GANs .[J] arXiv preprint arXiv:1805.02456.
• David Keetae Park, Seungjoo Yoo, Hyojin Bahng, Jaegul Choo, Noseong Park .MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation .[J] arXiv preprint arXiv:1805.02481.
• Aparna Balagopalan, Satya Gorti, Mathieu Ravaut, Raeid Saqur .ReGAN: RE[LAX|BAR|INFORCE] based Sequence Generation using GANs .[J] arXiv preprint arXiv:1805.02788.
• Andrew Beers, James Brown, Ken Chang, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Jayashree Kalpathy-Cramer .High-resolution medical image synthesis using progressively grown generative adversarial networks .[J] arXiv preprint arXiv:1805.03144.
• Xiangyu Liu, Yunhong Wang, Qingjie Liu .PSGAN: A Generative Adversarial Network for Remote Sensing Image Pan-Sharpening .[J] arXiv preprint arXiv:1805.03371.
• Yanshuai Cao, Gavin Weiguang Ding, Kry Yik-Chau Lui, Ruitong Huang .Improving GAN Training via Binarized Representation Entropy (BRE) Regularization .[J] arXiv preprint arXiv:1805.03644.
• Yun Jiang, Ning Tan .Retinal Vessel Segmentation Based on Conditional Deep Convolutional Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.04224.
• Feiwu Yu, Xinxiao Wu, Yuchao Sun, Lixin Duan .Exploiting Images for Video Recognition with Hierarchical Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.04384.
• Thang Doan, Bogdan Mazoure, Clare Lyle .GAN Q-learning .[J] arXiv preprint arXiv:1805.04874.
• Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes .Learning Temporal Strategic Relationships using Generative Adversarial Imitation Learning .[J] arXiv preprint arXiv:1805.04969.
• Yan Zuo, Gil Avraham, Tom Drummond .Generative Adversarial Forests for Better Conditioned Adversarial Learning .[J] arXiv preprint arXiv:1805.05185.
• Deniz Engin, Anıl Genç, Hazım Kemal Ekenel .Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing .[J] arXiv preprint arXiv:1805.05308.
• Timothy J. O'Shea, Tamoghna Roy, Nathan West .Approximating the Void: Learning Stochastic Channel Models from Observation with Variational Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.06350.
• Pouya Samangouei, Maya Kabkab, Rama Chellappa .Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models .[J] arXiv preprint arXiv:1805.06605.
• Samet Akcay, Amir Atapour-Abarghouei, Toby P. Breckon .GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training .[J] arXiv preprint arXiv:1805.06725.
• Chen Chen, Shuai Mu, Wanpeng Xiao, Zexiong Ye, Liesi Wu, Fuming Ma, Qi Ju .Improving Image Captioning with Conditional Generative Adversarial Nets .[J] arXiv preprint arXiv:1805.07112.
• Yongqi Zhang .XOGAN: One-to-Many Unsupervised Image-to-Image Translation .[J] arXiv preprint arXiv:1805.07277.
• Rushil Anirudh, Jayaraman J. Thiagarajan, Bhavya Kailkhura, Timo Bremer .An Unsupervised Approach to Solving Inverse Problems using Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.07281.
• Huiting Hong, Xin Li, Mingzhong Wang .GANE: A Generative Adversarial Network Embedding .[J] arXiv preprint arXiv:1805.07324.
• Jacob Harer, Onur Ozdemir, Tomo Lazovich, Christopher P. Reale, Rebecca L. Russell, Louis Y. Kim, Peter Chin .Learning to Repair Software Vulnerabilities with Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.07475.
• Jichao Zhang, Yezhi Shu, Songhua Xu, Gongze Cao, Fan Zhong, Xueying Qin .Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation .[J] arXiv preprint arXiv:1805.07509.
• Chang Xiao, Peilin Zhong, Changxi Zheng .BourGAN: Generative Networks with Metric Embeddings .[J] arXiv preprint arXiv:1805.07674.
• Ruying Bao, Sihang Liang, Qingcan Wang .Featurized Bidirectional GAN: Adversarial Defense via Adversarially Learned Semantic Inference .[J] arXiv preprint arXiv:1805.07862.
• Yang Song, Rui Shu, Nate Kushman, Stefano Ermon .Generative Adversarial Examples .[J] arXiv preprint arXiv:1805.07894.
• Sitao Xiang, Hao Li .Anime Style Space Exploration Using Metric Learning and Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.07997.
• 【SA-GAN】Han Zhang, Ian Goodfellow, Dimitris Metaxas, Augustus Odena .Self-Attention Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.08318.
• Chuang Wang, Hong Hu, Yue M. Lu .A Solvable High-Dimensional Model of GAN .[J] arXiv preprint arXiv:1805.08349.
• Grigorios G. Chrysos, Jean Kossaifi, Stefanos Zafeiriou .Robust Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.08657.
• Bruno Lecouat, Chuan-Sheng Foo, Houssam Zenati, Vijay R. Chandrasekhar .Semi-Supervised Learning with GANs: Revisiting Manifold Regularization .[J] arXiv preprint arXiv:1805.08957.
• Konstantinos Vougioukas, Stavros Petridis, Maja Pantic .End-to-End Speech-Driven Facial Animation with Temporal GANs .[J] arXiv preprint arXiv:1805.09313.
• Mevlana Gemici, Zeynep Akata, Max Welling .Primal-Dual Wasserstein GAN .[J] arXiv preprint arXiv:1805.09575.
• Burak Kakillioglu, Yantao Lu, Senem Velipasalar .Autonomously and Simultaneously Refining Deep Neural Network Parameters by Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.09712.
• Prasanna Sattigeri, Samuel C. Hoffman, Vijil Chenthamarakshan, Kush R. Varshney .Fairness GAN .[J] arXiv preprint arXiv:1805.09910.
• Pengda Qin, Weiran Xu, William Yang Wang .DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction .[J] arXiv preprint arXiv:1805.09929.
• Michael Gadermayr, Laxmi Gupta, Barbara M. Klinkhammer, Peter Boor, Dorit Merhof .Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations .[J] arXiv preprint arXiv:1805.10059.
• Vivek Kumar Singh, Santiago Romani, Hatem A.Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Jordina Torrents Barrena, Saddam Abdulwahab, Adel Saleh, Miguel Arquez, Meritxell Arenas, Domenec Puig .Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification .[J] arXiv preprint arXiv:1805.10207.
• Hojjat Aghakhani, Aravind Machiry, Shirin Nilizadeh, Christopher Kruegel, Giovanni Vigna .Detecting Deceptive Reviews using Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.10364.
• Mohammad Ahangar Kiasari, Dennis Singh Moirangthem, Minho Lee .Human Action Generation with Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.10416.
• Takuhiro Kaneko, Kaoru Hiramatsu, Kunio Kashino .Generative Adversarial Image Synthesis with Decision Tree Latent Controller .[J] arXiv preprint arXiv:1805.10603.
• Gokula Krishnan Santhanam, Paulina Grnarova .Defending Against Adversarial Attacks by Leveraging an Entire GAN .[J] arXiv preprint arXiv:1805.10652.
• Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildız, Tolga Çukur .Synergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI .[J] arXiv preprint arXiv:1805.10704.
• Duhyeon Bang, Hyunjung Shim .High Quality Bidirectional Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.10717.
• Shabab Bazrafkan, Peter Corcoran .Versatile Auxiliary Regressor with Generative Adversarial network (VAR+GAN) .[J] arXiv preprint arXiv:1805.10864.
• Depeng Xu, Shuhan Yuan, Lu Zhang, Xintao Wu .FairGAN: Fairness-aware Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.11202.
• Tony C.W Mok, Albert C.S Chung .Learning Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.11291.
• Yu Li, Ya Zhang .Webpage Saliency Prediction with Two-stage Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.11374.
• Umair Javaid, John A. Lee .Capturing Variabilities from Computed Tomography Images with Generative Adversarial Networks .[J] arXiv preprint arXiv:1805.11504.
• Michael Arbel, Dougal J. Sutherland, Mikołaj Bińkowski, Arthur Gretton .On gradient regularizers for MMD GANs .[J] arXiv preprint arXiv:1805.11565.
• Federico Becattini, Lorenzo Berlincioni, Leonardo Galteri, Lorenzo Seidenari, Alberto Del Bimbo .Semantic Road Layout Understanding by Generative Adversarial Inpainting .[J] arXiv preprint arXiv:1805.11746.
• Fernando Camaro Nogues, Andrew Huie, Sakyasingha Dasgupta .Object Detection using Domain Randomization and Generative Adversarial Refinement of Synthetic Images .[J] arXiv preprint arXiv:1805.11778.
• Nicola De Cao, Thomas Kipf .MolGAN: An implicit generative model for small molecular graphs .[J] arXiv preprint arXiv:1805.11973.
• Eitan Richardson, Yair Weiss .On GANs and GMMs .[J] arXiv preprint arXiv:1805.12462.
• Najmeh Sadoughi, Carlos Busso .Speech-Driven Expressive Talking Lips with Conditional Sequential Generative Adversarial Networks .[J] arXiv preprint arXiv:1806.00154.
• Junsuk Choe, Joo Hyun Park, Hyunjung Shim .Generative Adversarial Networks for Unsupervised Object Co-localization .[J] arXiv preprint arXiv:1806.00236.
• Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe .Whitening and Coloring transform for GANs .[J] arXiv preprint arXiv:1806.00420.
• Kaustuv Datta, Deepak Kar, Debarati Roy .Unfolding with Generative Adversarial Networks .[J] arXiv preprint arXiv:1806.00433.
• Mohammad Akbari, Jie Liang .Semi-Recurrent CNN-based VAE-GAN for Sequential Data Generation .[J] arXiv preprint arXiv:1806.00509.
• Cheng Chen, Qi Dou, Hao Chen, Pheng-Ann Heng .Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-ray Segmentation .[J] arXiv preprint arXiv:1806.00600.
• Alan Richardson .Generative Adversarial Networks for Model Order Reduction in Seismic Full-Waveform Inversion .[J] arXiv preprint arXiv:1806.00828.
• Mahyar Khayatkhoei, Maneesh Singh, Ahmed Elgammal .Disconnected Manifold Learning for Generative Adversarial Networks .[J] arXiv preprint arXiv:1806.00880.
• Amir Yazdanbakhsh, Hajar Falahati, Philip J. Wolfe, Kambiz Samadi, Nam Sung Kim, Hadi Esmaeilzadeh .GANAX: A Unified MIMD-SIMD Acceleration for Generative Adversarial Networks .[J] arXiv preprint arXiv:1806.01107.
• Amir Sadeghian, Vineet Kosaraju, Ali Sadeghian, Noriaki Hirose, Silvio Savarese .SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints .[J] arXiv preprint arXiv:1806.01482.
• F. Liu, C. Liu .A Memristor based Unsupervised Neuromorphic System Towards Fast and Energy-Efficient GAN .[J] arXiv preprint arXiv:1806.01775.
• Kay Gregor Hartmann, Robin Tibor Schirrmeister, Tonio Ball .EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals .[J] arXiv preprint arXiv:1806.01875.
• Hirokazu Kameoka, Takuhiro Kaneko, Kou Tanaka, Nobukatsu Hojo .StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks .[J] arXiv preprint arXiv:1806.02169.
• Nicolas Audebert (OBELIX, DTIS, ONERA, Université Paris Saclay), Bertrand Le Saux (DTIS, ONERA, Université Paris Saclay), Sébastien Lefèvre (OBELIX) .Generative Adversarial Networks for Realistic Synthesis of Hyperspectral Samples .[J] arXiv preprint arXiv:1806.02583.
• Tiziano Zingales, Ingo Peter Waldmann .ExoGAN: Retrieving Exoplanetary Atmospheres Using Deep Convolutional Generative Adversarial Networks .[J] arXiv preprint arXiv:1806.02906.
• Jinsung Yoon, James Jordon, Mihaela van der Schaar .GAIN: Missing Data Imputation using Generative Adversarial Nets .[J] arXiv preprint arXiv:1806.02920.
• Yunchen Pu, Shuyang Dai, Zhe Gan, Weiyao Wang, Guoyin Wang, Yizhe Zhang, Ricardo Henao, Lawrence Carin .JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets .[J] arXiv preprint arXiv:1806.02978.
• Xu Ouyang, Xi Zhang, Di Ma, Gady Agam .Generating Image Sequence from Description with LSTM Conditional GAN .[J] arXiv preprint arXiv:1806.03027.
• Noseong Park, Mahmoud Mohammadi, Kshitij Gorde, Sushil Jajodia, Hongkyu Park, Youngmin Kim .Data Synthesis based on Generative Adversarial Networks .[J] arXiv preprint arXiv:1806.03384.
• Weinan Zhang .Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances .[J] arXiv preprint arXiv:1806.03577.
• Suyu Dong, Gongning Luo, Kuanquan Wang, Shaodong Cao, Ashley Mercado, Olga Shmuilovich, Henggui Zhang, Shuo Li .VoxelAtlasGAN: 3D Left Ventricle Segmentation on Echocardiography with Atlas Guided Generation and Voxel-to-voxel Discrimination .[J] arXiv preprint arXiv:1806.03619.
• Lukas Mosser, Olivier Dubrule, Martin J. Blunt .Stochastic seismic waveform inversion using generative adversarial networks as a geological prior .[J] arXiv preprint arXiv:1806.03720.
• Yash Upadhyay, Paul Schrater .Generative Adversarial Network Architectures For Image Synthesis Using Capsule Networks .[J] arXiv preprint arXiv:1806.03796.
• Aly Magassouba, Komei Sugiura, Hisashi Kawai .A Multimodal Classifier Generative Adversarial Network for Carry and Place Tasks from Ambiguous Language Instructions .[J] arXiv preprint arXiv:1806.03847.
• Vivek Kumar Singh, Hatem Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostaf Kamal Sarker, Adel Saleh, Saddam Abdulwahab, Najlaa Maaroof, Santiago Romani, Domenec Puig .Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network .[J] arXiv preprint arXiv:1806.03905.
• Raeid Saqur, Sal Vivona .CapsGAN: Using Dynamic Routing for Generative Adversarial Networks .[J] arXiv preprint arXiv:1806.03968.
• Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martin, Lucio Marcenaro, Carlo S. Regazzoni .Hierarchy of GANs for learning embodied self-awareness model .[J] arXiv preprint arXiv:1806.04012.
• Dakai Jin, Ziyue Xu, Youbao Tang, Adam P. Harrison, Daniel J. Mollura .CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation .[J] arXiv preprint arXiv:1806.04051.
• Yasin Yazıcı, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Georgios Piliouras, Vijay Chandrasekhar .The Unusual Effectiveness of Averaging in GAN Training .[J] arXiv preprint arXiv:1806.04498.
• Jianming Lv, Xintong Wang .Cross-dataset Person Re-Identification Using Similarity Preserved Generative Adversarial Networks .[J] arXiv preprint arXiv:1806.04533.
• Stanislau Semeniuta, Aliaksei Severyn, Sylvain Gelly .On Accurate Evaluation of GANs for Language Generation .[J] arXiv preprint arXiv:1806.04936.
• Xueqing Deng, Yi Zhu, Shawn Newsam .What Is It Like Down There? Generating Dense Ground-Level Views and Image Features From Overhead Imagery Using Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1806.05129.
• Dwarikanath Mahapatra, Behzad Bozorgtabar, Jean-Philippe Thiran, Mauricio Reyes .Efficient Active Learning for Image Classification and Segmentation using a Sample Selection and Conditional Generative Adversarial Network .[J] arXiv preprint arXiv:1806.05473.
• Mohsen Ghafoorian, Cedric Nugteren, Nóra Baka, Olaf Booij, Michael Hofmann .EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection .[J] arXiv preprint arXiv:1806.05525.
• Alice Lucas, Santiago Lopez Tapia, Rafael Molina, Aggelos K. Katsaggelos .Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution .[J] arXiv preprint arXiv:1806.05764.
• Kamyar Azizzadenesheli, Brandon Yang, Weitang Liu, Emma Brunskill, Zachary C Lipton, Animashree Anandkumar .Sample-Efficient Deep RL with Generative Adversarial Tree Search .[J] arXiv preprint arXiv:1806.05780.
• Karim Armanious, Chenming Yang, Marc Fischer, Thomas Küstner, Konstantin Nikolaou, Sergios Gatidis, Bin Yang .MedGAN: Medical Image Translation using GANs .[J] arXiv preprint arXiv:1806.06397.
• Jonas Adler, Sebastian Lunz .Banach Wasserstein GAN .[J] arXiv preprint arXiv:1806.06621.
• Saurabh Sahu, Rahul Gupta, Carol Espy-Wilson .On Enhancing Speech Emotion Recognition using Generative Adversarial Networks .[J] arXiv preprint arXiv:1806.06626.
• Maciej Zieba, Piotr Semberecki, Tarek El-Gaaly, Tomasz Trzcinski .BinGAN: Learning Compact Binary Descriptors with a Regularized GAN .[J] arXiv preprint arXiv:1806.06778.
• Qiqi Zhang, Ying Liu .Improving brain computer interface performance by data augmentation with conditional Deep Convolutional Generative Adversarial Networks .[J] arXiv preprint arXiv:1806.07108.
• Tom Kelly, Paul Guerrero, Anthony Steed, Peter Wonka, Niloy J. Mitra .FrankenGAN: Guided Detail Synthesis for Building Mass-Models Using Style-Synchonized GANs .[J] arXiv preprint arXiv:1806.07179.
• Thomas Lucas, Corentin Tallec, Jakob Verbeek, Yann Ollivier .Mixed batches and symmetric discriminators for GAN training .[J] arXiv preprint arXiv:1806.07185.
• Shabab Bazrafkan, Peter Corcoran .Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN), Multi Class Scenarios .[J] arXiv preprint arXiv:1806.07751.
• Qiantong Xu, Gao Huang, Yang Yuan, Chuan Guo, Yu Sun, Felix Wu, Kilian Weinberger .An empirical study on evaluation metrics of generative adversarial networks .[J] arXiv preprint arXiv:1806.07755.
• Per Welander, Simon Karlsson, Anders Eklund .Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT .[J] arXiv preprint arXiv:1806.07777.
• Gökhan Yildirim, Calvin Seward, Urs Bergmann .Disentangling Multiple Conditional Inputs in GANs .[J] arXiv preprint arXiv:1806.07819.
• Dayiheng Liu, Jiancheng Lv, Feng He, Yifan Pu .BFGAN: Backward and Forward Generative Adversarial Networks for Lexically Constrained Sentence Generation .[J] arXiv preprint arXiv:1806.08097.
• Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Omid Kavehei .Semi-supervised Seizure Prediction with Generative Adversarial Networks .[J] arXiv preprint arXiv:1806.08235.
• Savas Ozkan, Akin Ozkan .KinshipGAN: Synthesizing of Kinship Faces From Family Photos by Regularizing a Deep Face Network .[J] arXiv preprint arXiv:1806.08600.
• Diego R. Lucio, Rayson Laroca, Evair Severo, Alceu S. Britto Jr., David Menotti .Fully Convolutional Networks and Generative Adversarial Networks Applied to Sclera Segmentation .[J] arXiv preprint arXiv:1806.08722.
• Yifan Wu, Fan Yang, Haibin Ling .Privacy-Protective-GAN for Face De-identification .[J] arXiv preprint arXiv:1806.08906.
• Weili Nie, Ankit Patel .JR-GAN: Jacobian Regularization for Generative Adversarial Networks .[J] arXiv preprint arXiv:1806.09235.
• Chenxing Li, Tieqiang Wang, Shuang Xu, Bo Xu .Single-channel Speech Dereverberation via Generative Adversarial Training .[J] arXiv preprint arXiv:1806.09325.
• Shih-hong Tsai .Customizing an Adversarial Example Generator with Class-Conditional GANs .[J] arXiv preprint arXiv:1806.10496.
• Yu Bai, Tengyu Ma, Andrej Risteski .Approximability of Discriminators Implies Diversity in GANs .[J] arXiv preprint arXiv:1806.10586.
• Evgeny Izutov .High Diversity Attribute Guided Face Generation with GANs .[J] arXiv preprint arXiv:1806.10982.
• Yu Tian (1), Xi Peng (1), Long Zhao (1), Shaoting Zhang (2), Dimitris N. Metaxas (1) ((1) Rutgers University, (2) University of North Carolina at Charlotte) .CR-GAN: Learning Complete Representations for Multi-view Generation .[J] arXiv preprint arXiv:1806.11191.
• Fuzhou Gong, Zigeng Xia .Generate the corresponding Image from Text Description using Modified GAN-CLS Algorithm .[J] arXiv preprint arXiv:1806.11302.
• Samuel A. Barnett .Convergence Problems with Generative Adversarial Networks (GANs) .[J] arXiv preprint arXiv:1806.11382.
• Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto .Performance Comparison of Convolutional AutoEncoders, Generative Adversarial Networks and Super-Resolution for Image Compression .[J] arXiv preprint arXiv:1807.00270.
• JunPing Wang, WenSheng Zhang, Ian Thomas, ShiHui Duan, YouKang Shi .Multi-Task Generative Adversarial Nets with Shared Memory for Cross-Domain Coordination Control .[J] arXiv preprint arXiv:1807.00298.
• Hao Ye, Geoffrey Ye Li, Biing-Hwang Fred Juang, Kathiravetpillai Sivanesan .Channel Agnostic End-to-End Learning based Communication Systems with Conditional GAN .[J] arXiv preprint arXiv:1807.00447.
• Alexia Jolicoeur-Martineau .The relativistic discriminator: a key element missing from standard GAN .[J] arXiv preprint arXiv:1807.00734.
• Zhiming Zhou, Yuxuan Song, Lantao Yu, Yong Yu .Understanding the Effectiveness of Lipschitz Constraint in Training of GANs via Gradient Analysis .[J] arXiv preprint arXiv:1807.00751.
• Xinhan Di, Pengqian Yu, Meng Tian .Ambient Hidden Space of Generative Adversarial Networks .[J] arXiv preprint arXiv:1807.00780.
• Duhyeon Bang, Hyunjung Shim .Resembled Generative Adversarial Networks: Two Domains with Similar Attributes .[J] arXiv preprint arXiv:1807.00947.
• Patrick Wenzel, Qadeer Khan, Daniel Cremers, Laura Leal-Taixé .Modular Vehicle Control for Transferring Semantic Information to Unseen Weather Conditions using GANs .[J] arXiv preprint arXiv:1807.01001.
• Masanari Kimura, Takashi Yanagihara .Semi-supervised Anomaly Detection Using GANs for Visual Inspection in Noisy Training Data .[J] arXiv preprint arXiv:1807.01136.
• Ramiro Camino, Christian Hammerschmidt, Radu State .Generating Multi-Categorical Samples with Generative Adversarial Networks .[J] arXiv preprint arXiv:1807.01202.
• Victor Berger, Michèle Sebag .New Losses for Generative Adversarial Learning .[J] arXiv preprint arXiv:1807.01290.
• Guang-Yuan Hao, Hong-Xing Yu, Wei-Shi Zheng .MIXGAN: Learning Concepts from Different Domains for Mixture Generation .[J] arXiv preprint arXiv:1807.01659.
• Jiali Duan, Xiaoyuan Guo, Yuhang Song, Chao Yang, C.-C. Jay Kuo .PortraitGAN for Flexible Portrait Manipulation .[J] arXiv preprint arXiv:1807.01826.
• Martin Erdmann, Jonas Glombitza, Thorben Quast .Precise simulation of electromagnetic calorimeter showers using a Wasserstein Generative Adversarial Network .[J] arXiv preprint arXiv:1807.01954.
• Cheng-Wei Wu, Jen-Yu Liu, Yi-Hsuan Yang, Jyh-Shing R. Jang .Singing Style Transfer Using Cycle-Consistent Boundary Equilibrium Generative Adversarial Networks .[J] arXiv preprint arXiv:1807.02254.
• Dimitrios Korkinof, Tobias Rijken, Michael O'Neill, Joseph Yearsley, Hugh Harvey, Ben Glocker .High-Resolution Mammogram Synthesis using Progressive Generative Adversarial Networks .[J] arXiv preprint arXiv:1807.03401.
• Guoqiang Zhong, Wei Gao, Yongbin Liu, Youzhao Yang .Generative Adversarial Networks with Decoder-Encoder Output Noise .[J] arXiv preprint arXiv:1807.03923.
• Hoang Thanh-Tung, Truyen Tran, Svetha Venkatesh .On catastrophic forgetting and mode collapse in Generative Adversarial Networks .[J] arXiv preprint arXiv:1807.04015.
• Bruno Lecouat, Chuan-Sheng Foo, Houssam Zenati, Vijay Chandrasekhar .Manifold regularization with GANs for semi-supervised learning .[J] arXiv preprint arXiv:1807.04307.
• Anoop Cherian, Alan Sullivan .Sem-GAN: Semantically-Consistent Image-to-Image Translation .[J] arXiv preprint arXiv:1807.04409.
• Fanny, Tjeng Wawan Cenggoro .Deep Learning for Imbalance Data Classification using Class Expert Generative Adversarial Network .[J] arXiv preprint arXiv:1807.04585.
• Karol Kurach, Mario Lucic, Xiaohua Zhai, Marcin Michalski, Sylvain Gelly .The GAN Landscape: Losses, Architectures, Regularization, and Normalization .[J] arXiv preprint arXiv:1807.04720.
• Sangpil Kim, Nick Winovich, Guang Lin, Karthik Ramani .CT-GAN: Conditional Transformation Generative Adversarial Network for Image Attribute Modification .[J] arXiv preprint arXiv:1807.04812.
• Rafael Valle, Wilson Cai, Anish Doshi .TequilaGAN: How to easily identify GAN samples .[J] arXiv preprint arXiv:1807.04919.
• Chong Huang, Peter Kairouz, Xiao Chen, Lalitha Sankar, Ram Rajagopal .Generative Adversarial Privacy .[J] arXiv preprint arXiv:1807.05306.
• Faraz Torabi, Garrett Warnell, Peter Stone .Generative Adversarial Imitation from Observation .[J] arXiv preprint arXiv:1807.06158.
• Rafid Mahmood, Aaron Babier, Andrea McNiven, Adam Diamant, Timothy C. Y. Chan .Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks .[J] arXiv preprint arXiv:1807.06489.
• Tim Sainburg, Marvin Thielk, Brad Theilman, Benjamin Migliori, Timothy Gentner .Generative adversarial interpolative autoencoding: adversarial training on latent space interpolations encourage convex latent distributions .[J] arXiv preprint arXiv:1807.06650.
• Alejandro Mottini, Alix Lheritier, Rodrigo Acuna-Agost .Airline Passenger Name Record Generation using Generative Adversarial Networks .[J] arXiv preprint arXiv:1807.06657.
• Youbao Tang, Jinzheng Cai, Le Lu, Adam P. Harrison, Ke Yan, Jing Xiao, Lin Yang, Ronald M. Summers .CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement .[J] arXiv preprint arXiv:1807.07144.
• Christine Tanner, Firat Ozdemir, Romy Profanter, Valeriy Vishnevsky, Ender Konukoglu, Orcun Goksel .Generative Adversarial Networks for MR-CT Deformable Image Registration .[J] arXiv preprint arXiv:1807.07349.
• Vineeth S. Bhaskara, Debanjan Bhattacharyya .Emulating malware authors for proactive protection using GANs over a distributed image visualization of dynamic file behavior .[J] arXiv preprint arXiv:1807.07525.
• Samaneh Azadi, Deepak Pathak, Sayna Ebrahimi, Trevor Darrell .Compositional GAN: Learning Conditional Image Composition .[J] arXiv preprint arXiv:1807.07560.
• Siddharth Roheda, Benjamin S. Riggan, Hamid Krim, Liyi Dai .Cross-Modality Distillation: A case for Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1807.07682.
• Kyungjune Baek, Duhyeon Bang, Hyunjung Shim .Editable Generative Adversarial Networks: Generating and Editing Faces Simultaneously .[J] arXiv preprint arXiv:1807.07700.
• Dongyang Ao, Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu .Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X .[J] arXiv preprint arXiv:1807.07778.
• Eric Wu, Kevin Wu, David Cox, William Lotter .Conditional Infilling GANs for Data Augmentation in Mammogram Classification .[J] arXiv preprint arXiv:1807.08093.
• Abdullah Al-Dujaili, Tom Schmiedlechner, and Erik Hemberg, Una-May O'Reilly .Towards Distributed Coevolutionary GANs .[J] arXiv preprint arXiv:1807.08194.
• Chih-Chung Hsu, Chia-Wen Lin, Weng-Tai Su, Gene Cheung .SiGAN: Siamese Generative Adversarial Network for Identity-Preserving Face Hallucination .[J] arXiv preprint arXiv:1807.08370.
• Tomer Galanti, Sagie Benaim, Lior Wolf .Generalization Bounds for Unsupervised Cross-Domain Mapping with WGANs .[J] arXiv preprint arXiv:1807.08501.
• Albert Pumarola, Antonio Agudo, Aleix M. Martinez, Alberto Sanfeliu, Francesc Moreno-Noguer .GANimation: Anatomically-aware Facial Animation from a Single Image .[J] arXiv preprint arXiv:1807.09251.
• Rishi Sharma, Shane Barratt, Stefano Ermon, Vijay Pande .Improved Training with Curriculum GANs .[J] arXiv preprint arXiv:1807.09295.
• Thanard Kurutach, Aviv Tamar, Ge Yang, Stuart Russell, Pieter Abbeel .Learning Plannable Representations with Causal InfoGAN .[J] arXiv preprint arXiv:1807.09341.
• Konstantin Shmelkov, Cordelia Schmid, Karteek Alahari .How good is my GAN? .[J] arXiv preprint arXiv:1807.09499.
• Jiaming Song, Hongyu Ren, Dorsa Sadigh, Stefano Ermon .Multi-Agent Generative Adversarial Imitation Learning .[J] arXiv preprint arXiv:1807.09936.
• Sebastian Lutz, Konstantinos Amplianitis, Aljosa Smolic .AlphaGAN: Generative adversarial networks for natural image matting .[J] arXiv preprint arXiv:1807.10088.
• Hoo-Chang Shin, Neil A Tenenholtz, Jameson K Rogers, Christopher G Schwarz, Matthew L Senjem, Jeffrey L Gunter, Katherine Andriole, Mark Michalski .Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks .[J] arXiv preprint arXiv:1807.10225.
• Xuanqing Liu, Cho-Jui Hsieh .From Adversarial Training to Generative Adversarial Networks .[J] arXiv preprint arXiv:1807.10454.
• Wayne Wu, Yunxuan Zhang, Cheng Li, Chen Qian, Chen Change Loy .ReenactGAN: Learning to Reenact Faces via Boundary Transfer .[J] arXiv preprint arXiv:1807.11079.
• Hao-Min Liu, Yi-Hsuan Yang .Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network .[J] arXiv preprint arXiv:1807.11161.
• Gonçalo Mordido, Haojin Yang, Christoph Meinel .Dropout-GAN: Learning from a Dynamic Ensemble of Discriminators .[J] arXiv preprint arXiv:1807.11346.
• Adrian Bulat, Jing Yang, Georgios Tzimiropoulos .To learn image super-resolution, use a GAN to learn how to do image degradation first .[J] arXiv preprint arXiv:1807.11458.
• Yi Zhao, Shinji Takaki, Hieu-Thi Luong, Junichi Yamagishi, Daisuke Saito, Nobuaki Minematsu .Wasserstein GAN and Waveform Loss-based Acoustic Model Training for Multi-speaker Text-to-Speech Synthesis Systems Using a WaveNet Vocoder .[J] arXiv preprint arXiv:1807.11679.
• Thang Doan, Joao Monteiro, Isabela Albuquerque, Bogdan Mazoure, Audrey Durand, Joelle Pineau, R Devon Hjelm .On-line Adaptative Curriculum Learning for GANs .[J] arXiv preprint arXiv:1808.00020.
• Ali Dabouei, Sobhan Soleymani, Hadi Kazemi, Seyed Mehdi Iranmanesh, Jeremy Dawson, Nasser M. Nasrabadi .ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction .[J] arXiv preprint arXiv:1808.00035.
• Chu Wang, Yan-Ming Zhang, Cheng-Lin Liu .Anomaly Detection via Minimum Likelihood Generative Adversarial Networks .[J] arXiv preprint arXiv:1808.00200.
• Xinge Zhu, Zhichao Yin, Jianping Shi, Hongsheng Li, Dahua Lin .Generative Adversarial Frontal View to Bird View Synthesis .[J] arXiv preprint arXiv:1808.00327.
• Jinshan Pan, Yang Liu, Jiangxin Dong, Jiawei Zhang, Jimmy Ren, Jinhui Tang, Yu-Wing Tai, Ming-Hsuan Yang .Physics-Based Generative Adversarial Models for Image Restoration and Beyond .[J] arXiv preprint arXiv:1808.00605.
• Ian Gemp, Sridhar Mahadevan .Global Convergence to the Equilibrium of GANs using Variational Inequalities .[J] arXiv preprint arXiv:1808.01531.
• Dror Freirich, Ron Meir, Aviv Tamar .Distributional Multivariate Policy Evaluation and Exploration with the Bellman GAN .[J] arXiv preprint arXiv:1808.01960.
• Xiaofeng Li, Ahmed Alkhateeb, Cihan Tepedelenlioğlu .Generative Adversarial Estimation of Channel Covariance in Vehicular Millimeter Wave Systems .[J] arXiv preprint arXiv:1808.02208.
• Ling Hu, Shu-Hao Wu, Weizhou Cai, Yuwei Ma, Xianghao Mu, Yuan Xu, Haiyan Wang, Yipu Song, Dong-Ling Deng, Chang-Ling Zou, Luyan Sun .Quantum generative adversarial learning in a superconducting quantum circuit .[J] arXiv preprint arXiv:1808.02893.
• Cihan Ongun, Alptekin Temizel .Paired 3D Model Generation with Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1808.03082.
• Cheng-chieh Yeh, Po-chun Hsu, Ju-chieh Chou, Hung-yi Lee, Lin-shan Lee .Rhythm-Flexible Voice Conversion without Parallel Data Using Cycle-GAN over Phoneme Posteriorgram Sequences .[J] arXiv preprint arXiv:1808.03113.
• Benjamin Bischke, Patrick Helber, Florian König, Damian Borth, Andreas Dengel .Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation .[J] arXiv preprint arXiv:1808.03195.
• Jinfeng Zeng, Yufeng Wu, Jin-Guo Liu, Lei Wang, Jiangping Hu .Learning and Inference on Generative Adversarial Quantum Circuits .[J] arXiv preprint arXiv:1808.03425.
• Maosong Ran, Jinrong Hu, Yang Chen, Hu Chen, Huaiqiang Sun, Jiliu Zhou, Yi Zhang .Denoising of 3-D Magnetic Resonance Images Using a Residual Encoder-Decoder Wasserstein Generative Adversarial Network .[J] arXiv preprint arXiv:1808.03941.
• Chia-Hung Wan, Shun-Po Chuang, Hung-Yi Lee .Towards Audio to Scene Image Synthesis using Generative Adversarial Network .[J] arXiv preprint arXiv:1808.04108.
• Chenyu You, Guang Li, Yi Zhang, Xiaoliu Zhang, Hongming Shan, Shenghong Ju, Zhen Zhao, Zhuiyang Zhang, Wenxiang Cong, Michael W. Vannier, Punam K. Saha, Ge Wang .CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble(GAN-CIRCLE) .[J] arXiv preprint arXiv:1808.04256.
• Longfei Liu, Sheng Li, Yisong Chen, Guoping Wang .X-GANs: Image Reconstruction Made Easy for Extreme Cases .[J] arXiv preprint arXiv:1808.04432.
• Jonathan Lacotte, Yinlam Chow, Mohammad Ghavamzadeh, Marco Pavone .Risk-Sensitive Generative Adversarial Imitation Learning .[J] arXiv preprint arXiv:1808.04468.
• Felix Lau, Tom Hendriks, Jesse Lieman-Sifry, Berk Norman, Sean Sall, Daniel Golden .ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans .[J] arXiv preprint arXiv:1808.04500.
• Hao Tang, Wei Wang, Dan Xu, Yan Yan, Nicu Sebe .GestureGAN for Hand Gesture-to-Gesture Translation in the Wild .[J] arXiv preprint arXiv:1808.04859.
• Aayush Bansal, Shugao Ma, Deva Ramanan, Yaser Sheikh .Recycle-GAN: Unsupervised Video Retargeting .[J] arXiv preprint arXiv:1808.05174.
• Mario Rüttgers, Sangseung Lee, Donghyun You .Typhoon track prediction using satellite images in a Generative Adversarial Network .[J] arXiv preprint arXiv:1808.05382.
• Krishna Regmi, Ali Borji .Cross-view image synthesis using geometry-guided conditional GANs .[J] arXiv preprint arXiv:1808.05469.
• Yi-Lin Tuan, Hung-Yi Lee .Improving Conditional Sequence Generative Adversarial Networks by Stepwise Evaluation .[J] arXiv preprint arXiv:1808.05599.
• Xinyue Liu, Xiangnan Kong, Lei Liu, Kuorong Chiang .TreeGAN: Syntax-Aware Sequence Generation with Generative Adversarial Networks .[J] arXiv preprint arXiv:1808.07582.
• Swee Kiat Lim, Yi Loo, Ngoc-Trung Tran, Ngai-Man Cheung, Gemma Roig, Yuval Elovici .DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN .[J] arXiv preprint arXiv:1808.07632.
• Ron Slossberg, Gil Shamai, Ron Kimmel .High Quality Facial Surface and Texture Synthesis via Generative Adversarial Networks .[J] arXiv preprint arXiv:1808.08281.
• Mark Sabini, Gili Rusak .Painting Outside the Box: Image Outpainting with GANs .[J] arXiv preprint arXiv:1808.08483.
• Pushparaja Murugan .Facial Information Recovery from Heavily Damaged Images using Generative Adversarial Network- PART 1 .[J] arXiv preprint arXiv:1808.08867.
• Wei Chen, Mark Fuge .BézierGAN: Automatic Generation of Smooth Curves from Interpretable Low-Dimensional Parameters .[J] arXiv preprint arXiv:1808.08871.
• Matan Ben-Yosef, Daphna Weinshall .Gaussian Mixture Generative Adversarial Networks for Diverse Datasets, and the Unsupervised Clustering of Images .[J] arXiv preprint arXiv:1808.10356.
• Santiago Pascual, Antonio Bonafonte, Joan Serrà, Jose A. Gonzalez .Whispered-to-voiced Alaryngeal Speech Conversion with Generative Adversarial Networks .[J] arXiv preprint arXiv:1808.10687.
• Ming Ding, Jie Tang, Jie Zhang .Semi-supervised Learning on Graphs with Generative Adversarial Nets .[J] arXiv preprint arXiv:1809.00130.
• Xintao Wang, Ke Yu, Shixiang Wu, Jinjin Gu, Yihao Liu, Chao Dong, Chen Change Loy, Yu Qiao, Xiaoou Tang .ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks .[J] arXiv preprint arXiv:1809.00219.
• Yuan Yuan, Siyuan Liu, Jiawei Zhang, Yongbing Zhang, Chao Dong, Liang Lin .Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks .[J] arXiv preprint arXiv:1809.00437.
• Marc Assens, Xavier Giro-i-Nieto, Kevin McGuinness, Noel E. O'Connor .PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks .[J] arXiv preprint arXiv:1809.00567.
• Cides S. Bezerra, Rayson Laroca, Diego R. Lucio, Evair Severo, Lucas F. Oliveira, Alceu S. Britto Jr., David Menotti .Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks .[J] arXiv preprint arXiv:1809.00769.
• Jerry Li .Twin-GAN -- Unpaired Cross-Domain Image Translation with Weight-Sharing GANs .[J] arXiv preprint arXiv:1809.00946.
• Avisek Lahiri, Vineet Jain, Arnab Mondal, Prabir Kumar Biswas .Retinal Vessel Segmentation under Extreme Low Annotation: A Generative Adversarial Network Approach .[J] arXiv preprint arXiv:1809.01348.
• Christoph Baur, Shadi Albarqouni, Nassir Navab .Generating Highly Realistic Images of Skin Lesions with GANs .[J] arXiv preprint arXiv:1809.01410.
• Minsuk Kahng, Nikhil Thorat, Duen Horng Chau, Fernanda Viégas, Martin Wattenberg .GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation .[J] arXiv preprint arXiv:1809.01587.
• Koichi Hamada, Kentaro Tachibana, Tianqi Li, Hiroto Honda, Yusuke Uchida .Full-body High-resolution Anime Generation with Progressive Structure-conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1809.01890.
• Chenshen Wu, Luis Herranz, Xialei Liu, Yaxing Wang, Joost van de Weijer, Bogdan Raducanu .Memory Replay GANs: learning to generate images from new categories without forgetting .[J] arXiv preprint arXiv:1809.02058.
• Lionel Blondé, Alexandros Kalousis .Sample-Efficient Imitation Learning via Generative Adversarial Nets .[J] arXiv preprint arXiv:1809.02064.
• Zilong Lin, Yong Shi, Zhi Xue .IDSGAN: Generative Adversarial Networks for Attack Generation against Intrusion Detection .[J] arXiv preprint arXiv:1809.02077.
• Alexia Jolicoeur-Martineau .GANs beyond divergence minimization .[J] arXiv preprint arXiv:1809.02145.
• Yucheng Fu, Yang Liu .BubGAN: Bubble Generative Adversarial Networks for Synthesizing Realistic Bubbly Flow Images .[J] arXiv preprint arXiv:1809.02266.
• Harold Erbin, Sven Krippendorf .GANs for generating EFT models .[J] arXiv preprint arXiv:1809.02612.
• Kathryn Gray, Daniel Smolyak, Sarkhan Badirli, George Mohler .Coupled IGMM-GANs for deep multimodal anomaly detection in human mobility data .[J] arXiv preprint arXiv:1809.02728.
• Sudipto Mukherjee, Himanshu Asnani, Eugene Lin, Sreeram Kannan .ClusterGAN : Latent Space Clustering in Generative Adversarial Networks .[J] arXiv preprint arXiv:1809.03627.
• Heran Yang, Jian Sun, Aaron Carass, Can Zhao, Junghoon Lee, Zongben Xu, Jerry Prince .Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN .[J] arXiv preprint arXiv:1809.04536.
• Shuang Liu, Kamalika Chaudhuri .The Inductive Bias of Restricted f-GANs .[J] arXiv preprint arXiv:1809.04542.
• Dan Li, Dacheng Chen, Jonathan Goh, See-kiong Ng .Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series .[J] arXiv preprint arXiv:1809.04758.
• Manri Cheon, Jun-Hyuk Kim, Jun-Ho Choi, Jong-Seok Lee .Generative adversarial network-based image super-resolution using perceptual content losses .[J] arXiv preprint arXiv:1809.04783.
• Dongao Ma, Ping Tang, Lijun Zhao .SiftingGAN: Generating and Sifting Labeled Samples to Improve the Remote Sensing Image Scene Classification Baseline in vitro .[J] arXiv preprint arXiv:1809.04985.
• Wazeer Zulfikar, Sebastin Santy, Sahith Dambekodi, Tirtharaj Dash .A study on the use of Boundary Equilibrium GAN for Approximate Frontalization of Unconstrained Faces to aid in Surveillance .[J] arXiv preprint arXiv:1809.05611.
• Yasin Almalioglu, Muhamad Risqi U. Saputra, Pedro P. B. de Gusmao, Andrew Markham, Niki Trigoni .GANVO: Unsupervised Deep Monocular Visual Odometry and Depth Estimation with Generative Adversarial Networks .[J] arXiv preprint arXiv:1809.05786.
• Salome Kazeminia, Christoph Baur, Arjan Kuijper, Bram van Ginneken, Nassir Navab, Shadi Albarqouni, Anirban Mukhopadhyay .GANs for Medical Image Analysis .[J] arXiv preprint arXiv:1809.06222.
• Karim Armanious, Thomas Küstner, Konstantin Nikolaou, Sergios Gatidis, Bin Yang .Retrospective correction of Rigid and Non-Rigid MR motion artifacts using GANs .[J] arXiv preprint arXiv:1809.06276.
• Yunfan Liu, Qi Li, Zhenan Sun .Attribute Enhanced Face Aging with Wavelet-based Generative Adversarial Networks .[J] arXiv preprint arXiv:1809.06647.
• Xin Yi, Ekta Walia, Paul Babyn .Generative Adversarial Network in Medical Imaging: A Review .[J] arXiv preprint arXiv:1809.07294.
• Gino Brunner, Yuyi Wang, Roger Wattenhofer, Sumu Zhao .Symbolic Music Genre Transfer with CycleGAN .[J] arXiv preprint arXiv:1809.07575.
• Yantao Lu, Burak Kakillioglu, Senem Velipasalar .Autonomously and Simultaneously Refining Deep Neural Network Parameters by a Bi-Generative Adversarial Network Aided Genetic Algorithm .[J] arXiv preprint arXiv:1809.10244.
• Zhongping Zhang, Yue Wu, Youzuo Lin, Zheng Zhou .VelocityGAN: Data-Driven Full-Waveform Inversion Using Conditional Adversarial Networks .[J] arXiv preprint arXiv:1809.10262.
• Kou Tanaka, Takuhiro Kaneko, Nobukatsu Hojo, Hirokazu Kameoka .WaveCycleGAN: Synthetic-to-natural speech waveform conversion using cycle-consistent adversarial networks .[J] arXiv preprint arXiv:1809.10288.
• Tahmida Mahmud, Mohammad Billah, Amit K. Roy-Chowdhury .Multi-View Frame Reconstruction with Conditional GAN .[J] arXiv preprint arXiv:1809.10352.
• Chae Young Lee, Anoop Toffy, Gue Jun Jung, Woo-Jin Han .Conditional WaveGAN .[J] arXiv preprint arXiv:1809.10636.
• Yezheng Liu, Zhe Li, Chong Zhou, Yuanchun Jiang, Jianshan Sun, Meng Wang, Xiangnan He .Generative Adversarial Active Learning for Unsupervised Outlier Detection .[J] arXiv preprint arXiv:1809.10816.
• Peifeng Wang, Shuangyin Li, Rong pan .Incorporating GAN for Negative Sampling in Knowledge Representation Learning .[J] arXiv preprint arXiv:1809.11017.
• 【BigGAN】Andrew Brock, Jeff Donahue, Karen Simonyan .Large Scale GAN Training for High Fidelity Natural Image Synthesis .[J] arXiv preprint arXiv:1809.11096.
  [code;/biggan_generation_with_tf_hub.ipynb]
• Marcello De Bernardi, MHR Khouzani, Pasquale Malacaria .Pseudo-Random Number Generation using Generative Adversarial Networks .[J] arXiv preprint arXiv:1810.00378.
• Talha Iqbal, Hazrat Ali .Generative Adversarial Network for Medical Images (MI-GAN) .[J] arXiv preprint arXiv:1810.00551.
• Xue Bin Peng, Angjoo Kanazawa, Sam Toyer, Pieter Abbeel, Sergey Levine .Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow .[J] arXiv preprint arXiv:1810.00821.
• Subhajit Chaudhury, Daiki Kimura, Tu-Hoa Pham, Asim Munawar, Ryuki Tachibana .Video Imitation GAN: Learning control policies by imitating raw videos using generative adversarial reward estimation .[J] arXiv preprint arXiv:1810.01108.
• Tao Li, Xudong Liu, Shihan Su .Semi-supervised Text Regression with Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1810.01165.
• Sandra Aigner, Marco Körner .FutureGAN: Anticipating the Future Frames of Video Sequences using Spatio-Temporal 3d Convolutions in Progressively Growing Autoencoder GANs .[J] arXiv preprint arXiv:1810.01325.
• Ting Chen, Mario Lucic, Neil Houlsby, Sylvain Gelly .On Self Modulation for Generative Adversarial Networks .[J] arXiv preprint arXiv:1810.01365.
• Chao Gao, Jiyi Liu, Yuan Yao, Weizhi Zhu .Robust Estimation and Generative Adversarial Nets .[J] arXiv preprint arXiv:1810.02030.
• Dae Hyun Kim, Taeyoung Kong, Seungbin Jeong .Finding Solutions to Generative Adversarial Privacy .[J] arXiv preprint arXiv:1810.02069.
• Dinesh Acharya, Zhiwu Huang, Danda Pani Paudel, Luc Van Gool .Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs .[J] arXiv preprint arXiv:1810.02419.
• Cheolhyeong Kim, Seungtae Park, Hyung Ju Hwang .Local Stability and Performance of Simple Gradient Penalty mu-Wasserstein GAN .[J] arXiv preprint arXiv:1810.02528.
• Xuan Gu, Hans Knutsson, Anders Eklund .Generating Diffusion MRI scalar maps from T1 weighted images using generative adversarial networks .[J] arXiv preprint arXiv:1810.02683.
• Amanpreet Singh, Sharan Agrawal .CanvasGAN: A simple baseline for text to image generation by incrementally patching a canvas .[J] arXiv preprint arXiv:1810.02833.
• Yau-Shian Wang, Hung-Yi Lee .Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks .[J] arXiv preprint arXiv:1810.02851.
• Kuan-Hui Lee, German Ros, Jie Li, Adrien Gaidon .SPIGAN: Privileged Adversarial Learning from Simulation .[J] arXiv preprint arXiv:1810.03756.
• Nicoló Savioli, Miguel Silva Vieira, Pablo Lamata, Giovanni Montana .A Generative Adversarial Model for Right Ventricle Segmentation .[J] arXiv preprint arXiv:1810.03969.
• Yogesh Balaji, Hamed Hassani, Rama Chellappa, Soheil Feizi .Entropic GANs meet VAEs: A Statistical Approach to Compute Sample Likelihoods in GANs .[J] arXiv preprint arXiv:1810.04147.
• Hao-Wen Dong, Yi-Hsuan Yang .Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation .[J] arXiv preprint arXiv:1810.04714.
• Aibek Alanov, Max Kochurov, Daniil Yashkov, Dmitry Vetrov .Pairwise Augmented GANs with Adversarial Reconstruction Loss .[J] arXiv preprint arXiv:1810.04920.
• Xiaoming Yu, Xing Cai, Zhenqiang Ying, Thomas Li, Ge Li .SingleGAN: Image-to-Image Translation by a Single-Generator Network using Multiple Generative Adversarial Learning .[J] arXiv preprint arXiv:1810.04991.
• Yotam Intrator, Gilad Katz, Asaf Shabtai .MDGAN: Boosting Anomaly Detection Using \Multi-Discriminator Generative Adversarial Networks .[J] arXiv preprint arXiv:1810.05221.
• Xiaodong Kuang, Xiubao Sui, Chengwei Liu, Yuan Liu, Qian Chen, Guohua Gu .Thermal Infrared Colorization via Conditional Generative Adversarial Network .[J] arXiv preprint arXiv:1810.05399.
• Andrej Junginger, Markus Hanselmann, Thilo Strauss, Sebastian Boblest, Jens Buchner, Holger Ulmer .Unpaired High-Resolution and Scalable Style Transfer Using Generative Adversarial Networks .[J] arXiv preprint arXiv:1810.05724.
• Saifuddin Hitawala, Yao Li, Xian Wang, Dongyang Yang .Image Super-Resolution Using VDSR-ResNeXt and SRCGAN .[J] arXiv preprint arXiv:1810.05731.
• Chun-Liang Li, Manzil Zaheer, Yang Zhang, Barnabas Poczos, Ruslan Salakhutdinov .Point Cloud GAN .[J] arXiv preprint arXiv:1810.05795.
• David Abramian, Anders Eklund .Refacing: reconstructing anonymized facial features using GANs .[J] arXiv preprint arXiv:1810.06455.
• Giovanni Benato, Alexey Drobizhev, Surjeet Rajendran, Harikrishnan Ramani .The GAmmas from Nuclear Decays Hiding from Investigators (GANDHI) Experiment .[J] arXiv preprint arXiv:1810.06467.
• Markus Ring, Daniel Schlör, Dieter Landes, Andreas Hotho .Flow-based Network Traffic Generation using Generative Adversarial Networks .[J] arXiv preprint arXiv:1810.07795.
• Wei Tang, Teng Li, Fudong Nian, Meng Wang .MsCGAN: Multi-scale Conditional Generative Adversarial Networks for Person Image Generation .[J] arXiv preprint arXiv:1810.08534.
• Avisek Lahiri, Arnav Jain, Divyasri Nadendla, Prabir Kumar Biswas .Improved Techniques for GAN based Facial Inpainting .[J] arXiv preprint arXiv:1810.08774.
• Bharath Raj N., Venkateswaran N .Single Image Haze Removal using a Generative Adversarial Network .[J] arXiv preprint arXiv:1810.09479.
• David M. Reiman, Brett E. Göhre .Deblending galaxy superpositions with branched generative adversarial networks .[J] arXiv preprint arXiv:1810.10098.
• Mehdi Ahmadi, Timothy Nest, Mostafa Abdelnaim, Thanh-Dung Le .Reproducing AmbientGAN: Generative models from lossy measurements .[J] arXiv preprint arXiv:1810.10108.
• Jelmer M. Wolterink, Konstantinos Kamnitsas, Christian Ledig, Ivana Išgum .Generative adversarial networks and adversarial methods in biomedical image analysis .[J] arXiv preprint arXiv:1810.10352.
• Ajkel Mino, Gerasimos Spanakis .LoGAN: Generating Logos with a Generative Adversarial Neural Network Conditioned on color .[J] arXiv preprint arXiv:1810.10395.
• Christopher Bowles, Liang Chen, Ricardo Guerrero, Paul Bentley, Roger Gunn, Alexander Hammers, David Alexander Dickie, Maria Valdés Hernández, Joanna Wardlaw, Daniel Rueckert .GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks .[J] arXiv preprint arXiv:1810.10863.
• Jianlin Su .Training Generative Adversarial Networks Via Turing Test .[J] arXiv preprint arXiv:1810.10948.
• Leyuan Sheng, Evgeniy N. Pavlovskiy .Reducing over-smoothness in speech synthesis using Generative Adversarial Networks .[J] arXiv preprint arXiv:1810.10989.
• Asma Nouira (ICMPE), Jean-Claude Crivello (ICMPE), Nataliya Sokolovska .CrystalGAN: Learning to Discover Crystallographic Structures with Generative Adversarial Networks .[J] arXiv preprint arXiv:1810.11203.
• Yilei Shi, Qingyu Li, Xiao Xiang Zhu .Building Footprint Generation Using Improved Generative Adversarial Networks .[J] arXiv preprint arXiv:1810.11224.
• Karren D. Yang, Caroline Uhler .Scalable Unbalanced Optimal Transport using Generative Adversarial Networks .[J] arXiv preprint arXiv:1810.11447.
• Ting Chen, Xiaohua Zhai, Neil Houlsby .Self-Supervised GAN to Counter Forgetting .[J] arXiv preprint arXiv:1810.11598.
• Haoye Dong, Xiaodan Liang, Ke Gong, Hanjiang Lai, Jia Zhu, Jian Yin .Soft-Gated Warping-GAN for Pose-Guided Person Image Synthesis .[J] arXiv preprint arXiv:1810.11610.
• Farzan Farnia, David Tse .A Convex Duality Framework for GANs .[J] arXiv preprint arXiv:1810.11740.
• Seonghyeon Nam, Yunji Kim, Seon Joo Kim .Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language .[J] arXiv preprint arXiv:1810.11919.
• Arnab Kumar Mondal, Jose Dolz, Christian Desrosiers .Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning .[J] arXiv preprint arXiv:1810.12241.
• Lauri Juvela, Bajibabu Bollepalli, Junichi Yamagishi, Paavo Alku .Waveform generation for text-to-speech synthesis using pitch-synchronous multi-scale generative adversarial networks .[J] arXiv preprint arXiv:1810.12598.
• Li-Wei Chen, Hung-Yi Lee, Yu Tsao .Generative Adversarial Networks for Unpaired Voice Transformation on Impaired Speech .[J] arXiv preprint arXiv:1810.12656.
• Guy Tevet, Gavriel Habib, Vered Shwartz, Jonathan Berant .Evaluating Text GANs as Language Models .[J] arXiv preprint arXiv:1810.12686.
• Alexander Y. Sun .Discovering state-parameter mappings in subsurface models using generative adversarial networks .[J] arXiv preprint arXiv:1810.12856.
• Xiao Liang, Liyuan Chen, Dan Nguyen, Zhiguo Zhou, Xuejun Gu, Ming Yang, Jing Wang, Steve Jiang .Generating Synthesized Computed Tomography (CT) from Cone-Beam Computed Tomography (CBCT) using CycleGAN for Adaptive Radiation Therapy .[J] arXiv preprint arXiv:1810.13350.
• Hamid Eghbal-zadeh, Werner Zellinger, Gerhard Widmer .Mixture Density Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.00152.
• Shuangting Liu, Jiaqi Zhang, Yuxin Chen, Yifan Liu, Zengchang Qin, Tao Wan .Pixel Level Data Augmentation for Semantic Image Segmentation using Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.00174.
• Kaidi Cao, Jing Liao, Lu Yuan .CariGANs: Unpaired Photo-to-Caricature Translation .[J] arXiv preprint arXiv:1811.00222.
• Cho Ying Wu, Ulrich Neumann .Efficient Multi-Domain Dictionary Learning with GANs .[J] arXiv preprint arXiv:1811.00274.
• Xiaotong Luo, Rong Chen, Yuan Xie, Yanyun Qu, Cuihua Li .Bi-GANs-ST for Perceptual Image Super-resolution .[J] arXiv preprint arXiv:1811.00367.
• Wenbin Li, Wei Xiong, Haofu Liao, Jing Huo, Yang Gao, Jiebo Luo .CariGAN: Caricature Generation through Weakly Paired Adversarial Learning .[J] arXiv preprint arXiv:1811.00445.
• Amanda Rios, Laurent Itti .Closed-Loop GAN for continual Learning .[J] arXiv preprint arXiv:1811.01146.
• Ngoc-Trung Tran, Tuan-Anh Bui, Ngai-Man Cheung .Improving GAN with neighbors embedding and gradient matching .[J] arXiv preprint arXiv:1811.01333.
• Maryam Sultana, Arif Mahmood, Sajid Javed, Soon Ki Jung .Unsupervised RGBD Video Object Segmentation Using GANs .[J] arXiv preprint arXiv:1811.01526.
• Ya-Ping Hsieh, Chen Liu, Volkan Cevher .Finding Mixed Nash Equilibria of Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.02002.
• Liu Yang, Dongkun Zhang, George Em Karniadakis .Physics-Informed Generative Adversarial Networks for Stochastic Differential Equations .[J] arXiv preprint arXiv:1811.02033.
• Jinxuan Sun, Guoqiang Zhong, Yang Chen, Yongbin Liu, Tao Li, Zhongwen Guo .Student's t-Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.02132.
• Ching-Ting Chang, Shun-Po Chuang, Hung-Yi Lee .Code-switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation .[J] arXiv preprint arXiv:1811.02356.
• Massimo Caccia, Lucas Caccia, William Fedus, Hugo Larochelle, Joelle Pineau, Laurent Charlin .Language GANs Falling Short .[J] arXiv preprint arXiv:1811.02549.
• Yannis Pantazis, Dipjyoti Paul, Michail Fasoulakis, Yannis Stylianou .Training Generative Adversarial Networks with Weights .[J] arXiv preprint arXiv:1811.02598.
• Aman Rana, Gregory Yauney, Alarice Lowe, Pratik Shah .Computational Histological Staining and Destaining of Prostate Core Biopsy RGB Images with Generative Adversarial Neural Networks .[J] arXiv preprint arXiv:1811.02642.
• Rui Zhang, Sheng Tang, Yu Li, Junbo Guo, Yongdong Zhang, Jintao Li, Shuicheng Yan .Style Separation and Synthesis via Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.02740.
• Zhizhong Han, Mingyang Shang, Yu-Shen Liu, Matthias Zwicker .View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions .[J] arXiv preprint arXiv:1811.02744.
• Ilya Kamenshchikov, Matthias Krauledat .Effects of Dataset properties on the training of GANs .[J] arXiv preprint arXiv:1811.02850.
• Marija Jegorova, Stéphane Doncieux, Timothy Hospedales .Generative Adversarial Policy Networks for Behavioural Repertoire .[J] arXiv preprint arXiv:1811.02945.
• Gautam Bhattacharya, Joao Monteiro, Jahangir Alam, Patrick Kenny .Generative Adversarial Speaker Embedding Networks for Domain Robust End-to-End Speaker Verification .[J] arXiv preprint arXiv:1811.03063.
• Levi Fussell, Ben Moews .Forging new worlds: high-resolution synthetic galaxies with chained generative adversarial networks .[J] arXiv preprint arXiv:1811.03081.
• Tengyuan Liang .On How Well Generative Adversarial Networks Learn Densities: Nonparametric and Parametric Results .[J] arXiv preprint arXiv:1811.03179.
• Kiran Koshy Thekumparampil, Ashish Khetan, Zinan Lin, Sewoong Oh .Robustness of Conditional GANs to Noisy Labels .[J] arXiv preprint arXiv:1811.03205.
• Enrique Sanchez, Michel Valstar .Triple consistency loss for pairing distributions in GAN-based face synthesis .[J] arXiv preprint arXiv:1811.03492.
• Julian M. Urban, Jan M. Pawlowski .Reducing Autocorrelation Times in Lattice Simulations with Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.03533.
• Deepak Mishra, Prathosh AP, Aravind J, Prashant Pandey, Santanu Chaudhury .NEMGAN: Noise Engineered Mode-matching GAN .[J] arXiv preprint arXiv:1811.03692.
• Niharika Jain, Lydia Manikonda, Alberto Olmo Hernandez, Sailik Sengupta, Subbarao Kambhampati .Imagining an Engineer: On GAN-Based Data Augmentation Perpetuating Biases .[J] arXiv preprint arXiv:1811.03751.
• Yonggyu Park, Junhyun Lee, Yookyung Koh, Inyeop Lee, Jinhyuk Lee, Jaewoo Kang .Typeface Completion with Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.03762.
• Wenqi Liang, Guangcong Wang, Jianhuang Lai, Junyong Zhu .M2M-GAN: Many-to-Many Generative Adversarial Transfer Learning for Person Re-Identification .[J] arXiv preprint arXiv:1811.03768.
• Oleksii Sidorov .Changing the Image Memorability: From Basic Photo Editing to GANs .[J] arXiv preprint arXiv:1811.03825.
• Corentin Hardy, Erwan Le Merrer, Bruno Sericola .MD-GAN: Multi-Discriminator Generative Adversarial Networks for Distributed Datasets .[J] arXiv preprint arXiv:1811.03850.
• Zhengwei Wang, Graham Healy, Alan F. Smeaton, Tomas E. Ward .Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation .[J] arXiv preprint arXiv:1811.04172.
• Jianguo Zhang, Pengcheng Zou, Zhao Li, Yao Wan, Ye Liu, Xiuming Pan, Yu Gong, Philip S. Yu .Product Title Refinement via Multi-Modal Generative Adversarial Learning .[J] arXiv preprint arXiv:1811.04498.
• Paulina Grnarova, Kfir Y Levy, Aurelien Lucchi, Nathanael Perraudin, Thomas Hofmann, Andreas Krause .Evaluating GANs via Duality .[J] arXiv preprint arXiv:1811.05512.
• Hadi Kazemi, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi .Style and Content Disentanglement in Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.05621.
• Xiaodan Hu, Audrey G. Chung, Paul Fieguth, Farzad Khalvati, Masoom A. Haider, Alexander Wong .ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.05817.
• Meng Zhang, Youyi Zheng .Hair-GANs: Recovering 3D Hair Structure from a Single Image .[J] arXiv preprint arXiv:1811.06229.
• Guansong Lu, Zhiming Zhou, Yuxuan Song, Kan Ren, Yong Yu .Guiding the One-to-one Mapping in CycleGAN via Optimal Transport .[J] arXiv preprint arXiv:1811.06284.
• Oleksii Sidorov .Conditional GANs for Multi-Illuminant Color Constancy: Revolution or Yet Another Approach? .[J] arXiv preprint arXiv:1811.06604.
• Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn .On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale GANs .[J] arXiv preprint arXiv:1811.07104.
• X. Han, L. Zhang, K. Zhou, X. Wang .Deep learning framework DNN with conditional WGAN for protein solubility prediction .[J] arXiv preprint arXiv:1811.07140.
• Jianlin Su .GAN-QP: A Novel GAN Framework without Gradient Vanishing and Lipschitz Constraint .[J] arXiv preprint arXiv:1811.07296.
• Haoran You, Yu Cheng, Tianheng Cheng, Chunliang Li, Pan Zhou .Bayesian CycleGAN via Marginalizing Latent Sampling .[J] arXiv preprint arXiv:1811.07465.
• Pavel Ostyakov, Roman Suvorov, Elizaveta Logacheva, Oleg Khomenko, Sergey I. Nikolenko .SEIGAN: Towards Compositional Image Generation by Simultaneously Learning to Segment, Enhance, and Inpaint .[J] arXiv preprint arXiv:1811.07630.
• Fei Peng, Le-bing Zhang, Min Long .FD-GAN: Face-demorphing generative adversarial network for restoring accomplice's facial image .[J] arXiv preprint arXiv:1811.07665.
• Anton S. Becker, Lukas Jendele, Ondrej Skopek, Nicole Berger, Soleen Ghafoor, Magda Marcon, Ender Konukoglu .Injecting and removing malignant features in mammography with CycleGAN: Investigation of an automated adversarial attack using neural networks .[J] arXiv preprint arXiv:1811.07767.
• Hongyang Zhang, Susu Xu, Jiantao Jiao, Pengtao Xie, Ruslan Salakhutdinov, Eric P. Xing .Stackelberg GAN: Towards Provable Minimax Equilibrium via Multi-Generator Architectures .[J] arXiv preprint arXiv:1811.08010.
• Safwan Hossain, Kiarash Jamali, Yuchen Li, Frank Rudzicz .ChainGAN: A sequential approach to GANs .[J] arXiv preprint arXiv:1811.08081.
• Donghui Sun, Qing Zhang, Jun Yang .Pyramid Embedded Generative Adversarial Network for Automated Font Generation .[J] arXiv preprint arXiv:1811.08106.
• Ning Yu, Larry Davis, Mario Fritz .Attributing Fake Images to GANs: Analyzing Fingerprints in Generated Images .[J] arXiv preprint arXiv:1811.08180.
• S. Mohammad Mostafavi I., Lin Wang, Yo-Sung Ho, Kuk-Jin Yoon .Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.08230.
• Giorgia Ramponi, Pavlos Protopapas, Marco Brambilla, Ryan Janssen .T-CGAN: Conditional Generative Adversarial Network for Data Augmentation in Noisy Time Series with Irregular Sampling .[J] arXiv preprint arXiv:1811.08295.
• Rushil Anirudh, Jayaraman J. Thiagarajan, Bhavya Kailkhura, Timo Bremer .MimicGAN: Corruption-Mimicking for Blind Image Recovery & Adversarial Defense .[J] arXiv preprint arXiv:1811.08484.
• Soumya Shubhra Ghosh, Yang Hua, Sankha Subhra Mukherjee, Neil Robertson .IEGAN: Multi-purpose Perceptual Quality Image Enhancement Using Generative Adversarial Network .[J] arXiv preprint arXiv:1811.09134.
• Xiandong Meng, Xuan Deng, Shuyuan Zhu, Shuaicheng Liu, Chuan Wang, Chen Chen, Bing Zeng .MGANet: A Robust Model for Quality Enhancement of Compressed Video .[J] arXiv preprint arXiv:1811.09150.
• Masaki Saito, Shunta Saito .TGANv2: Efficient Training of Large Models for Video Generation with Multiple Subsampling Layers .[J] arXiv preprint arXiv:1811.09245.
• Mengyu Chu, You Xie, Laura Leal-Taixé, Nils Thuerey .Temporally Coherent GANs for Video Super-Resolution (TecoGAN) .[J] arXiv preprint arXiv:1811.09393.
• Yipeng Qin, Niloy Mitra, Peter Wonka .Do GAN Loss Functions Really Matter? .[J] arXiv preprint arXiv:1811.09567.
• Sicong Huang, Qiyang Li, Cem Anil, Xuchan Bao, Sageev Oore, Roger B. Grosse .TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer .[J] arXiv preprint arXiv:1811.09620.
• Siddique Latif, Muhammad Asim, Muhammad Usman, Junaid Qadir, Rajib Rana .Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.09750.
• Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Hui Tang, Yufan Xue, Xiaohui Xie, Yen-Yu Lin, Wei Fan .Generating Realistic Training Images Based on Tonality-Alignment Generative Adversarial Networks for Hand Pose Estimation .[J] arXiv preprint arXiv:1811.09916.
• Dong Liang, Rui Wang, Xiaowei Tian, Cong Zou .PCGAN: Partition-Controlled Human Image Generation .[J] arXiv preprint arXiv:1811.09928.
• Yichun Shi, Debayan Deb, Anil K. Jain .WarpGAN: Automatic Caricature Generation .[J] arXiv preprint arXiv:1811.10100.
• Mina Rezaei, Haojin Yang, Christoph Meinel .Multi-Task Generative Adversarial Network for Handling Imbalanced Clinical Data .[J] arXiv preprint arXiv:1811.10419.
• Qunwei Li, Bhavya Kailkhura, Rushil Anirudh, Yi Zhou, Yingbin Liang, Pramod Varshney .MR-GAN: Manifold Regularized Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.10427.
• BingZhang Hu, Yan Gao, Yu Guan, Yang Long, Nicholas Lane, Thomas Ploetz .Robust Cross-View Gait Identification with Evidence: A Discriminant Gait GAN (DiGGAN) Approach on 10000 People .[J] arXiv preprint arXiv:1811.10493.
• David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba .GAN Dissection: Visualizing and Understanding Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.10597.
• Christopher Bowles, Roger Gunn, Alexander Hammers, Daniel Rueckert .GANsfer Learning: Combining labelled and unlabelled data for GAN based data augmentation .[J] arXiv preprint arXiv:1811.10669.
• Shirsendu Sukanta Halder, Kanjar De, Partha Pratim Roy .Perceptual Conditional Generative Adversarial Networks for End-to-End Image Colourization .[J] arXiv preprint arXiv:1811.10801.
• Kevin J Liang, Chunyuan Li, Guoyin Wang, Lawrence Carin .Generative Adversarial Network Training is a Continual Learning Problem .[J] arXiv preprint arXiv:1811.11083.
• Krishna Kumar Singh, Utkarsh Ojha, Yong Jae Lee .FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery .[J] arXiv preprint arXiv:1811.11155.
• Takuhiro Kaneko, Yoshitaka Ushiku, Tatsuya Harada .Class-Distinct and Class-Mutual Image Generation with GANs .[J] arXiv preprint arXiv:1811.11163.
• Takuhiro Kaneko, Yoshitaka Ushiku, Tatsuya Harada .Label-Noise Robust Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.11165.
• Ting Chen, Xiaohua Zhai, Marvin Ritter, Mario Lucic, Neil Houlsby .Self-Supervised Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.11212.
• Lei Xu, Kalyan Veeramachaneni .Synthesizing Tabular Data using Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.11264.
• Richard T. Marriott, Sami Romdhani, Liming Chen .Intra-class Variation Isolation in Conditional GANs .[J] arXiv preprint arXiv:1811.11296.
• Ryan Turner, Jane Hung, Yunus Saatci, Jason Yosinski .Metropolis-Hastings Generative Adversarial Networks .[J] arXiv preprint arXiv:1811.11357.
• Siddique Latif, Rajib Rana, Junaid Qadir .Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness .[J] arXiv preprint arXiv:1811.11402.
• Maciej Zamorski, Maciej Zięba .Semi-supervised learning with Bidirectional GANs .[J] arXiv preprint arXiv:1811.11426.
• Jialun Liu .Identity Preserving Generative Adversarial Network for Cross-Domain Person Re-identification .[J] arXiv preprint arXiv:1811.11510.
• K M Arefeen Sultan, Labiba Kanij Rupty, Nahidul Islam Pranto, Sayed Khan Shuvo, Mohammad Imrul Jubair .Cartoon-to-real: An Approach to Translate Cartoon to Realistic Images using GAN .[J] arXiv preprint arXiv:1811.11796.
• Ke Li, Jitendra Malik .On the Implicit Assumptions of GANs .[J] arXiv preprint arXiv:1811.12402.
• Garoe Dorta, Sara Vicente, Neill D.F. Campbell, Ivor Simpson .The GAN that Warped: Semantic Attribute Editing with Unpaired Data .[J] arXiv preprint arXiv:1811.12784.
• Tom Schmiedlechner, Ignavier Ng Zhi Yong, Abdullah Al-Dujaili, Erik Hemberg, Una-May O'Reilly .Lipizzaner: A System That Scales Robust Generative Adversarial Network Training .[J] arXiv preprint arXiv:1811.12843.
• Wentian Zhao, Shaojie Wang, Zhihuai Xie, Jing Shi, Chenliang Xu .GAN-EM: GAN based EM learning framework .[J] arXiv preprint arXiv:1812.00335.
• Wenyuan Li, Yunlong Wang, Yong Cai, Corey Arnold, Emily Zhao, Yilian Yuan .Semi-supervised Rare Disease Detection Using Generative Adversarial Network .[J] arXiv preprint arXiv:1812.00547.
• Lijun Zhang, Yujin Zhang, Yongbin Gao .A Wasserstein GAN model with the total variational regularization .[J] arXiv preprint arXiv:1812.00810.
• Saúl Alonso-Monsalve, Leigh H. Whitehead .Image-based model parameter optimisation using Model-Assisted Generative Adversarial Networks .[J] arXiv preprint arXiv:1812.00879.
• Yijie Guo, Junhyuk Oh, Satinder Singh, Honglak Lee .Generative Adversarial Self-Imitation Learning .[J] arXiv preprint arXiv:1812.00950.
• Patricia Vitoria, Joan Sintes, Coloma Ballester .Semantic Image Inpainting Through Improved Wasserstein Generative Adversarial Networks .[J] arXiv preprint arXiv:1812.01071.
• Yujun Shen, Bolei Zhou, Ping Luo, Xiaoou Tang .FaceFeat-GAN: a Two-Stage Approach for Identity-Preserving Face Synthesis .[J] arXiv preprint arXiv:1812.01288.
• Samuel G. Finlayson, Hyunkwang Lee, Isaac S. Kohane, Luke Oakden-Rayner .Towards generative adversarial networks as a new paradigm for radiology education .[J] arXiv preprint arXiv:1812.01547.
• Tatsuki Koga, Naoki Nonaka, Jun Sakuma, Jun Seita .General-to-Detailed GAN for Infrequent Class Medical Images .[J] arXiv preprint arXiv:1812.01690.
• Sebastian Bujwid, Miquel Martí, Hossein Azizpour, Alessandro Pieropan .GANtruth - an unpaired image-to-image translation method for driving scenarios .[J] arXiv preprint arXiv:1812.01710.
• Mario Rüttgers, Sangseung Lee, Donghyun You .Prediction of typhoon tracks using a generative adversarial network with observational and meteorological data .[J] arXiv preprint arXiv:1812.01943.
• Ruishan Liu, Nicolo Fusi, Lester Mackey .Model Compression with Generative Adversarial Networks .[J] arXiv preprint arXiv:1812.02271.
• Qiao Tian, Bing Yang, Jing Chen, Benlai Tang, Shan Liu .Generative Adversarial Network based Speaker Adaptation for High Fidelity WaveNet Vocoder .[J] arXiv preprint arXiv:1812.02339.
• Ilyass Haloui, Jayant Sen Gupta, Vincent Feuillard .Anomaly detection with Wasserstein GAN .[J] arXiv preprint arXiv:1812.02463.
• Jogendra Nath Kundu, Maharshi Gor, R. Venkatesh Babu .BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN .[J] arXiv preprint arXiv:1812.02591.
• Yitong Li, Zhe Gan, Yelong Shen, Jingjing Liu, Yu Cheng, Yuexin Wu, Lawrence Carin, David Carlson, Jianfeng Gao .StoryGAN: A Sequential Conditional GAN for Story Visualization .[J] arXiv preprint arXiv:1812.02784.
• Partha Das, Anil S. Baslamisli, Yang Liu, Sezer Karaoglu, Theo Gevers .Color Constancy by GANs: An Experimental Survey .[J] arXiv preprint arXiv:1812.03085.
• Xiangtian Zheng, Bin Wang, Le Xie .Synthetic Dynamic PMU Data Generation: A Generative Adversarial Network Approach .[J] arXiv preprint arXiv:1812.03203.
• Blerta Lindqvist, Shridatt Sugrim, Rauf Izmailov .AutoGAN: Robust Classifier Against Adversarial Attacks .[J] arXiv preprint arXiv:1812.03405.
• Milad Salem, Shayan Taheri, Jiann Shiun Yuan .Anomaly Generation using Generative Adversarial Networks in Host Based Intrusion Detection .[J] arXiv preprint arXiv:1812.04697.
• Dung N. Tran, Trac D. Tran, Lam Nguyen .Generative Adversarial Networks for Recovering Missing Spectral Information .[J] arXiv preprint arXiv:1812.04744.
• Harsh Nilesh Pathak, Xinxin Li, Shervin Minaee, Brooke Cowan .Efficient Super Resolution For Large-Scale Images Using Attentional GAN .[J] arXiv preprint arXiv:1812.04821.
• Shervin Minaee, Amirali Abdolrashidi .Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN .[J] arXiv preprint arXiv:1812.04822.
• 【StyleGAN&Nvidia】Tero Karras, Samuli Laine, Timo Aila .A Style-Based Generator Architecture for Generative Adversarial Networks .[J] arXiv preprint arXiv:1812.04948.
  [code: |NVlabs/stylegan|   |neuralnotworklab/stylegan|   |korjusk/stylega|   ]
• He Zhang, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M.Patel .Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks .[J] arXiv preprint arXiv:1812.05155.
• Lu Mi, Macheng Shen, Jingzhao Zhang .A Probe Towards Understanding GAN and VAE Models .[J] arXiv preprint arXiv:1812.05676.
• Fangneng Zhan, Hongyuan Zhu, Shijian Lu .Spatial Fusion GAN for Image Synthesis .[J] arXiv preprint arXiv:1812.05840.
• L. Li, A. Vakanski (University of Idaho, USA) .Generative adversarial networks for generation and classification of physical rehabilitation movement episodes .[J] arXiv preprint arXiv:1812.06307.
• Shuai Yang, Jiaying Liu, Wenjing Wang, Zongming Guo .TET-GAN: Text Effects Transfer via Stylization and Destylization .[J] arXiv preprint arXiv:1812.06384.
• Lili Pan, Shen Cheng, Jian Liu, Yazhou Ren, Zenglin Xu .Latent Dirichlet Allocation in Generative Adversarial Networks .[J] arXiv preprint arXiv:1812.06571.
• Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes .Multi-Level Sequence GAN for Group Activity Recognition .[J] arXiv preprint arXiv:1812.07124.
• Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes .GD-GAN: Generative Adversarial Networks for Trajectory Prediction and Group Detection in Crowds .[J] arXiv preprint arXiv:1812.07667.
• Holly Grimm .Training on Art Composition Attributes to Influence CycleGAN Art Generation .[J] arXiv preprint arXiv:1812.07710.
• Rahul Dey, Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides .RankGAN: A Maximum Margin Ranking GAN for Generating Faces .[J] arXiv preprint arXiv:1812.08196.
• Scott McCloskey, Michael Albright .Detecting GAN-generated Imagery using Color Cues .[J] arXiv preprint arXiv:1812.08247.
• Yu Cheng, Zhe Gan, Yitong Li, Jingjing Liu, Jianfeng Gao .Sequential Attention GAN for Interactive Image Editing via Dialogue .[J] arXiv preprint arXiv:1812.08352.
• Eric Laloy, Niklas Linde, Cyprien Ruffino, Romain Hérault, Gilles Gasso, Diedrik Jacques .Gradient-based deterministic inversion of geophysical data with Generative Adversarial Networks: is it feasible? .[J] arXiv preprint arXiv:1812.09140.
• Aaron Babier, Rafid Mahmood, Andrea L. McNiven, Adam Diamant, Timothy C. Y. Chan .Knowledge-based automated planning with three-dimensional generative adversarial networks .[J] arXiv preprint arXiv:1812.09309.
• WenTing Chen, Xinpeng Xie, Xi Jia, Linlin Shen .Texture Deformation Based Generative Adversarial Networks for Face Editing .[J] arXiv preprint arXiv:1812.09832.
• Wei Wang, Yuan Sun, Saman Halgamuge .Improving MMD-GAN Training with Repulsive Loss Function .[J] arXiv preprint arXiv:1812.09916.
• Bappaditya Mandal, N. B. Puhan, Avijit Verma .Deep Convolutional Generative Adversarial Network Based Food Recognition Using Partially Labeled Data .[J] arXiv preprint arXiv:1812.10179.
• Aria Rezaei, Chaowei Xiao, Jie Gao, Bo Li .Protecting Sensitive Attributes via Generative Adversarial Networks .[J] arXiv preprint arXiv:1812.10193.
• Shervin Minaee, Amirali Abdolrashidi .Finger-GAN: Generating Realistic Fingerprint Images Using Connectivity Imposed GAN .[J] arXiv preprint arXiv:1812.10482.
• Shayne O'Brien, Matt Groh, Abhimanyu Dubey .Evaluating Generative Adversarial Networks on Explicitly Parameterized Distributions .[J] arXiv preprint arXiv:1812.10782.
• 【InstaGAN】Sangwoo Mo, Minsu Cho, Jinwoo Shin .InstaGAN: Instance-aware Image-to-Image Translation .[J] arXiv preprint arXiv:1812.10889.
  [code:sangwoomo/instagan]
• Haoming Jiang, Zhehui Chen, Minshuo Chen, Feng Liu, Dingding Wang, Tuo Zhao .On Computation and Generalization of GANs with Spectrum Control .[J] arXiv preprint arXiv:1812.10912.
• Moran Rubin, Omer Stein, Nir A. Turko, Yoav Nygate, Darina Roitshtain, Lidor Karako, Itay Barnea, Raja Giryes, Natan T. Shaked .TOP-GAN: Label-Free Cancer Cell Classification Using Deep Learning with a Small Training Set .[J] arXiv preprint arXiv:1812.11006.
• Irina Sanchez, Veronica Vilaplana .Brain MRI super-resolution using 3D generative adversarial networks .[J] arXiv preprint arXiv:1812.11440.
• Francesco Marra, Diego Gragnaniello, Luisa Verdoliva, Giovanni Poggi .Do GANs leave artificial fingerprints? .[J] arXiv preprint arXiv:1812.11842.

---

2019

• Kamyar Nazeri, Eric Ng, Tony Joseph, Faisal Z. Qureshi, Mehran Ebrahimi .EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning .[J] arXiv preprint arXiv:1901.00212.
• Jonathan Romero, Alan Aspuru-Guzik .Variational quantum generators: Generative adversarial quantum machine learning for continuous distributions .[J] arXiv preprint arXiv:1901.00848.
• Quan Yuan, Junxia Li, Lingwei Zhang, Zhefu Wu, Guangyu Liu .Blind Motion Deblurring with Cycle Generative Adversarial Networks .[J] arXiv preprint arXiv:1901.01641.
• Guohao Ying, Yingtian Zou, Lin Wan, Yiming Hu, Jiashi Feng .Better Guider Predicts Future Better: Difference Guided Generative Adversarial Networks .[J] arXiv preprint arXiv:1901.01649.
• Adriano Koshiyama, Nick Firoozye, Philip Treleaven .Generative Adversarial Networks for Financial Trading Strategies Fine-Tuning and Combination .[J] arXiv preprint arXiv:1901.01751.
• Lorenzo Frigerio, Anderson Santana de Oliveira, Laurent Gomez, Patrick Duverger .Differentially Private Generative Adversarial Networks for Time Series, Continuous, and Discrete Open Data .[J] arXiv preprint arXiv:1901.02477.
• Stephanie Ger, Diego Klabjan .Autoencoders and Generative Adversarial Networks for Anomaly Detection for Sequences .[J] arXiv preprint arXiv:1901.02514.
• Constantinos Papayiannis, Christine Evers, Patrick A. Naylor .Data Augmentation of Room Classifiers using Generative Adversarial Networks .[J] arXiv preprint arXiv:1901.03257.
• Jin Zhu, Guang Yang, Pietro Lio .How Can We Make GAN Perform Better in Single Medical Image Super-Resolution? A Lesion Focused Multi-Scale Approach .[J] arXiv preprint arXiv:1901.03419.
• Jiaxing Tan, Longlong Jing, Yumei Huo, Yingli Tian, Oguz Akin .LGAN: Lung Segmentation in CT Scans Using Generative Adversarial Network .[J] arXiv preprint arXiv:1901.03473.
• Kishan Babu Kancharagunta, Shiv Ram Dubey .CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation .[J] arXiv preprint arXiv:1901.03554.
• Yisroel Mirsky, Tom Mahler, Ilan Shelef, Yuval Elovici .CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning .[J] arXiv preprint arXiv:1901.03597.
• Kevin Alex Zhang, Alfredo Cuesta-Infante, Lei Xu, Kalyan Veeramachaneni .SteganoGAN: High Capacity Image Steganography with GANs .[J] arXiv preprint arXiv:1901.03892.
• Jingwei Gan, Pai Liu, Rajan K. Chakrabarty .Introducing a Generative Adversarial Network Model for Lagrangian Trajectory Simulation .[J] arXiv preprint arXiv:1901.03960.
• Zhaoyang Xu, Carlos Fernández Moro, Béla Bozóky, Qianni Zhang .GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis .[J] arXiv preprint arXiv:1901.04059.
• Omry Sendik, Dani Lischinski, Daniel CohenOr .XNet: GAN Latent Space Constraints .[J] arXiv preprint arXiv:1901.04530.
• Hao Tang, Dan Xu, Wei Wang, Yan Yan, Nicu Sebe .Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation .[J] arXiv preprint arXiv:1901.04604.
• Saber Malekzadeh, Maryam Samami, Shahla RezazadehAzar, Maryam Rayegan .Classical Music Generation in Distinct Dastgahs with AlimNet ACGAN .[J] arXiv preprint arXiv:1901.04696.
• Dan Li, Dacheng Chen, Lei Shi, Baihong Jin, Jonathan Goh, See-Kiong Ng .MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks .[J] arXiv preprint arXiv:1901.04997.
• Xilei Cao, Gurupraanesh Raman, Gururaghav Raman, Jimmy Chih-Hsien Peng .Generative Adversarial Networks for Real-time Stability of Inverter-based Systems .[J] arXiv preprint arXiv:1901.05114.
• Bodo Kaiser, Shadi Albarqouni .MRI to CT Translation with GANs .[J] arXiv preprint arXiv:1901.05259.
• Bobak Hashemi, Nick Amin, Kaustuv Datta, Dominick Olivito, Maurizio Pierini .LHC analysis-specific datasets with Generative Adversarial Networks .[J] arXiv preprint arXiv:1901.05282.
• Hugo Oliveira, Edemir Ferreira, Jefersson A. dos Santos .Conditional Domain Adaptation GANs for Biomedical Image Segmentation .[J] arXiv preprint arXiv:1901.05553.
• S. Kida, S. Kaji, K. Nawa, T. Imae, T. Nakamoto, S. Ozaki, T. Ohta, Y. Nozawa, K. Nakagawa .Cone-beam CT to Planning CT synthesis using generative adversarial networks .[J] arXiv preprint arXiv:1901.05773.
• Zhuang Qian, Kaizhu Huang, Qiufeng Wang, Jimin Xiao, Rui Zhang .Generative Adversarial Classifier for Handwriting Characters Super-Resolution .[J] arXiv preprint arXiv:1901.06199.
• Oleksandr Bailo, DongShik Ham, Young Min Shin .Red blood cell image generation for data augmentation using Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1901.06219.
• Gil Shamai, Ron Slossberg, Ron Kimmel .Synthesizing facial photometries and corresponding geometries using generative adversarial networks .[J] arXiv preprint arXiv:1901.06551.
• Yuting Jia, Qinqin Zhang, Weinan Zhang, Xinbing Wang .CommunityGAN: Community Detection with Generative Adversarial Nets .[J] arXiv preprint arXiv:1901.06631.
• Uddeshya Upadhyay, Arjun Jain .Removal of Batch Effects using Generative Adversarial Networks .[J] arXiv preprint arXiv:1901.06654.
• Jianan Li, Jimei Yang, Aaron Hertzmann, Jianming Zhang, Tingfa Xu .LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators .[J] arXiv preprint arXiv:1901.06767.
• Kentaro Fukamizu, Masaaki Kondo, Ryuichi Sakamoto .Generation High resolution 3D model from natural language by Generative Adversarial Network .[J] arXiv preprint arXiv:1901.07165.
• Yunfeng Lin, Jiangbei Li, Hanjing Wang .DCNN-GAN: Reconstructing Realistic Image from fMRI .[J] arXiv preprint arXiv:1901.07368.
• Hongyu Yang, Di Huang, Yunhong Wang, Anil K. Jain .Learning Continuous Face Age Progression: A Pyramid of GANs .[J] arXiv preprint arXiv:1901.07528.
• Yeu-Chern Harn, Zhenghao Chen, Vladimir Jojic .Composition and decomposition of GANs .[J] arXiv preprint arXiv:1901.07667.
• M.-H. Herman Shen, Liang Chen .A New CGAN Technique for Constrained Topology Design Optimization .[J] arXiv preprint arXiv:1901.07675.
• Byeongkeun Kang, Subarna Tripathi, Truong Q. Nguyen .Toward Joint Image Generation and Compression using Generative Adversarial Networks .[J] arXiv preprint arXiv:1901.07838.
• Matteo Fabbri, Guido Borghi, Fabio Lanzi, Roberto Vezzani, Simone Calderara, Rita Cucchiara .Domain Translation with Conditional GANs: from Depth to RGB Face-to-Face .[J] arXiv preprint arXiv:1901.08101.
• Matthew Amodio, Smita Krishnaswamy .Generating and Aligning from Data Geometries with Generative Adversarial Networks .[J] arXiv preprint arXiv:1901.08177.
• Peiqi Wang, Dongsheng Wang, Yu Ji, Xinfeng Xie, Haoxuan Song, XuXin Liu, Yongqiang Lyu, Yuan Xie .QGAN: Quantized Generative Adversarial Networks .[J] arXiv preprint arXiv:1901.08263.
• Philipp Seeböck, David Romo-Bucheli, Sebastian Waldstein, Hrvoje Bogunović, José Ignacio Orlando, Bianca S. Gerendas, Georg Langs, Ursula Schmidt-Erfurth .Using CycleGANs for effectively reducing image variability across OCT devices and improving retinal fluid segmentation .[J] arXiv preprint arXiv:1901.08379.
• Frank Zijlstra, Koen Willemsen, Mateusz C. Florkow, Ralph J.B. Sakkers, Harrie H. Weinans, Bart C.H. van der Wal, Marijn van Stralen, Peter R. Seevinck .CT synthesis from MR images for orthopedic applications in the lower arm using a conditional generative adversarial network .[J] arXiv preprint arXiv:1901.08449.
• Isabela Albuquerque, João Monteiro, Thang Doan, Breandan Considine, Tiago Falk, Ioannis Mitliagkas .Multi-objective training of Generative Adversarial Networks with multiple discriminators .[J] arXiv preprint arXiv:1901.08680.
• Samet Akçay, Amir Atapour-Abarghouei, Toby P. Breckon .Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection .[J] arXiv preprint arXiv:1901.08954.
• Dingdong Yang, Seunghoon Hong, Yunseok Jang, Tianchen Zhao, Honglak Lee .Diversity-Sensitive Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1901.09024.
• Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li .Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data .[J] arXiv preprint arXiv:1901.09113.
• Kai Lei, Meng Qin, Bo Bai, Gong Zhang, Min Yang .GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks .[J] arXiv preprint arXiv:1901.09165.
• Anubhav Jain, Richa Singh, Mayank Vatsa .On Detecting GANs and Retouching based Synthetic Alterations .[J] arXiv preprint arXiv:1901.09237.
• Stefan Milz, Martin Simon, Kai Fischer, Maximillian Pöpperl .Points2Pix: 3D Point-Cloud to Image Translation using conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1901.09280.
• Banghua Zhu, Jiantao Jiao, David Tse .Deconstructing Generative Adversarial Networks .[J] arXiv preprint arXiv:1901.09465.
• Pablo Sánchez-Martín, Pablo M. Olmos, Fernando Pérez-Cruz .Out-of-Sample Testing for GANs .[J] arXiv preprint arXiv:1901.09557.
• Parisa Babaheidarian, Mark Wallace .Decode and Transfer: A New Steganalysis Technique via Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1901.09746.
• Dongwook Lee, Junyoung Kim, Won-Jin Moon, Jong Chul Ye .CollaGAN : Collaborative GAN for Missing Image Data Imputation .[J] arXiv preprint arXiv:1901.09764.
• Haifeng Shi, Guanyu Cai, Yuqin Wang, Shaohua Shang, Lianghua He .Virtual Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1901.09822.
• David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba .Visualizing and Understanding Generative Adversarial Networks (Extended Abstract) .[J] arXiv preprint arXiv:1901.09887.
• Zihan Ding, Xiao-Yang Liu, Miao Yin, Wei Liu, Linghe Kong .TGAN: Deep Tensor Generative Adversarial Nets for Large Image Generation .[J] arXiv preprint arXiv:1901.09953.
• Ben Usman, Nick Dufour, Kate Saenko, Chris Bregler .PuppetGAN: Transferring Disentangled Properties from Synthetic to Real Images .[J] arXiv preprint arXiv:1901.10024.
• Yaman Kumar, Shubham Maheshwari, Dhruva Sahrawat, Praveen Jhanwar, Vipin Chaudhary, Rajiv Ratn Shah, Debanjan Mahata .Harnessing GANs for Addition of New Classes in VSR .[J] arXiv preprint arXiv:1901.10139.
• Pierre Nagorny (SYMME), Thomas Lacombe (SYMME), Hugues Favreliere (SYMME), Maurice Pillet (SYMME), Eric Pairel (SYMME), Ronan Le Goff (IPC), Marlene Wali (IPC), Jerome Loureaux (IPC), Patrice Kiener .Generative Adversarial Networks for geometric surfaces prediction in injection molding .[J] arXiv preprint arXiv:1901.10178.
• Dan Zhang, Anna Khoreva .PA-GAN: Improving GAN Training by Progressive Augmentation .[J] arXiv preprint arXiv:1901.10422.
• Casey Chu, Jose Blanchet, Peter Glynn .Probability Functional Descent: A Unifying Perspective on GANs, Variational Inference, and Reinforcement Learning .[J] arXiv preprint arXiv:1901.10691.
• Ziqiang Zheng, Zhibin Yu, Haiyong Zheng, Yang Wu, Bing Zheng, Ping Lin .Generative Adversarial Network with Multi-Branch Discriminator for Cross-Species Image-to-Image Translation .[J] arXiv preprint arXiv:1901.10895.
• Neale Ratzlaff, Li Fuxin .HyperGAN: A Generative Model for Diverse, Performant Neural Networks .[J] arXiv preprint arXiv:1901.11058.
• Vineet Edupuganti, Morteza Mardani, Joseph Cheng, Shreyas Vasanawala, John Pauly .VAE-GANs for Probabilistic Compressive Image Recovery: Uncertainty Analysis .[J] arXiv preprint arXiv:1901.11228.
• Ho Bae, Dahuin Jung, Sungroh Yoon .AnomiGAN: Generative adversarial networks for anonymizing private medical data .[J] arXiv preprint arXiv:1901.11313.
• Monika Sharma, Abhishek Verma, Lovekesh Vig .Learning to Clean: A GAN Perspective .[J] arXiv preprint arXiv:1901.11382.
• Isabela Albuquerque, João Monteiro, Tiago H. Falk .Learning to navigate image manifolds induced by generative adversarial networks for unsupervised video generation .[J] arXiv preprint arXiv:1901.11384.
• Angeline Aguinaldo, Ping-Yeh Chiang, Alex Gain, Ameya Patil, Kolten Pearson, Soheil Feizi .Compressing GANs using Knowledge Distillation .[J] arXiv preprint arXiv:1902.00159.
• Andrawes Al Bahou, Christine Tanner, Orcun Goksel .SCATGAN for Reconstruction of Ultrasound Scatterers Using Generative Adversarial Networks .[J] arXiv preprint arXiv:1902.00469.
• Peter Klages, Ilyes Benslimane, Sadegh Riyahi, Jue Jiang, Margie Hunt, Joe Deasy, Harini Veeraraghavan, Neelam Tyagi .Comparison of Patch-Based Conditional Generative Adversarial Neural Net Models with Emphasis on Model Robustness for Use in Head and Neck Cases for MR-Only planning .[J] arXiv preprint arXiv:1902.00536.
• Mehmet Ozgur Turkoglu, William Thong, Luuk Spreeuwers, Berkay Kicanaoglu .A Layer-Based Sequential Framework for Scene Generation with GANs .[J] arXiv preprint arXiv:1902.00671.
• Yuejiang Liu, Parth Kothari, Alexandre Alahi .Collaborative GAN Sampling .[J] arXiv preprint arXiv:1902.00813.
• Yuma Kishi, Tsutomu Ikegami, Shin-ichi O'uchi, Ryousei Takano, Wakana Nogami, Tomohiro Kudoh .Perturbative GAN: GAN with Perturbation Layers .[J] arXiv preprint arXiv:1902.01514.
• Süleyman Aslan, Uğur Güdükbay, B. Uğur Töreyin, A. Enis Çetin .Deep Convolutional Generative Adversarial Networks Based Flame Detection in Video .[J] arXiv preprint arXiv:1902.01824.
• Łukasz Maziarka, Agnieszka Pocha, Jan Kaczmarczyk, Krzysztof Rataj, Michał Warchoł .Mol-CycleGAN - a generative model for molecular optimization .[J] arXiv preprint arXiv:1902.02119.
• Dwarikanath Mahapatra, Behzad Bozorgtabar .Progressive Generative Adversarial Networks for Medical Image Super resolution .[J] arXiv preprint arXiv:1902.02144.
• Nir Diamant, Dean Zadok, Chaim Baskin, Eli Schwartz, Alex M. Bronstein .Beholder-GAN: Generation and Beautification of Facial Images with Conditioning on Their Beauty Level .[J] arXiv preprint arXiv:1902.02593.
• Tycho F.A. van der Ouderaa, Daniel E. Worrall .Reversible GANs for Memory-efficient Image-to-Image Translation .[J] arXiv preprint arXiv:1902.02729.
• Maryam Sultana, Soon Ki Jung .Illumination Invariant Foreground Object Segmentation using ForeGANs .[J] arXiv preprint arXiv:1902.03120.
• Alceu Bissoto, Fábio Perez, Eduardo Valle, Sandra Avila .Skin Lesion Synthesis with Generative Adversarial Networks .[J] arXiv preprint arXiv:1902.03253.
• Michal Uricar, Pavel Krizek, David Hurych, Ibrahim Sobh, Senthil Yogamani, Patrick Denny .Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving .[J] arXiv preprint arXiv:1902.03442.
• Yasin Yazıcı, Bruno Lecouat, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Georgios Piliouras, Vijay Chandrasekhar .Venn GAN: Discovering Commonalities and Particularities of Multiple Distributions .[J] arXiv preprint arXiv:1902.03444.
• Victoria Fernandez Abrevaya, Adnane Boukhayma, Stefanie Wuhrer, Edmond Boyer .A Generative 3D Facial Model by Adversarial Training .[J] arXiv preprint arXiv:1902.03619.
• Anton Mallasto, Jes Frellsen, Wouter Boomsma, Aasa Feragen .(q,p)-Wasserstein GANs: Comparing Ground Metrics for Wasserstein GANs .[J] arXiv preprint arXiv:1902.03642.
• Hoang Thanh-Tung, Truyen Tran, Svetha Venkatesh .Improving Generalization and Stability of Generative Adversarial Networks .[J] arXiv preprint arXiv:1902.03984.
• Jonas Löhdefink, Andreas Bär, Nico M. Schmidt, Fabian Hüger, Peter Schlicht, Tim Fingscheidt .GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation .[J] arXiv preprint arXiv:1902.04311.
• Edward Collier, Kate Duffy, Sangram Ganguly, Geri Madanguit, Subodh Kalia, Gayaka Shreekant, Ramakrishna Nemani, Andrew Michaelis, Shuang Li, Auroop Ganguly, Supratik Mukhopadhyay .Progressively Growing Generative Adversarial Networks for High Resolution Semantic Segmentation of Satellite Images .[J] arXiv preprint arXiv:1902.04604.
• Mohammadreza Soltani, Swayambhoo Jain, Abhinav Sambasivan .Learning Generative Models of Structured Signals from Their Superposition Using GANs with Application to Denoising and Demixing .[J] arXiv preprint arXiv:1902.04664.
• Swetava Ganguli, Pedro Garzon, Noa Glaser .GeoGAN: A Conditional GAN with Reconstruction and Style Loss to Generate Standard Layer of Maps from Satellite Images .[J] arXiv preprint arXiv:1902.05611.
• Eoin Brophy, Zhengwei Wang, Tomas E. Ward .Quick and Easy Time Series Generation with Established Image-based GANs .[J] arXiv preprint arXiv:1902.05624.
• Zhiming Zhou, Jiadong Liang, Yuxuan Song, Lantao Yu, Hongwei Wang, Weinan Zhang, Yong Yu, Zhihua Zhang .Lipschitz Generative Adversarial Nets .[J] arXiv preprint arXiv:1902.05687.
• Baris Gecer, Stylianos Ploumpis, Irene Kotsia, Stefanos Zafeiriou .GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction .[J] arXiv preprint arXiv:1902.05978.
• Meiyu Li, Michael D. Chan, Xiaobo Zhou, Xiaohua Qian .DC-Al GAN: Pseudoprogression and True Tumor Progression of Glioblastoma multiform Image Classification Based On DCGAN and Alexnet .[J] arXiv preprint arXiv:1902.06085.
• Zhongnian Li, Tao Zhang, Peng Wan, Daoqiang Zhang .SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction .[J] arXiv preprint arXiv:1902.06455.
• Stephen G. Odaibo, M.D., M.S. (Math), M.S. (Comp. Sci.) .Generative Adversarial Networks Synthesize Realistic OCT Images of the Retina .[J] arXiv preprint arXiv:1902.06676.
• Rahul Gupta .Data augmentation for low resource sentiment analysis using generative adversarial networks .[J] arXiv preprint arXiv:1902.06818.
• Youngjoo Jo, Jongyoul Park .SC-FEGAN: Face Editing Generative Adversarial Network with User's Sketch and Color .[J] arXiv preprint arXiv:1902.06838.
• Xueqing Deng, Yi Zhu, Shawn Newsam .Using Conditional Generative Adversarial Networks to Generate Ground-Level Views From Overhead Imagery .[J] arXiv preprint arXiv:1902.06923.
• Ce Wang, Zhangling Chen, Kun Shang .Label-Removed Generative Adversarial Networks Incorporating with K-Means .[J] arXiv preprint arXiv:1902.06938.
• Amirhossein Taghvaei, Amin Jalali .2-Wasserstein Approximation via Restricted Convex Potentials with Application to Improved Training for GANs .[J] arXiv preprint arXiv:1902.07197.
• Yusuke Ujitoko, Yuki Ban .Vibrotactile Signal Generation from Texture Images or Attributes using Generative Adversarial Network .[J] arXiv preprint arXiv:1902.07480.
• Zhengchun Liu, Tekin Bicer, Rajkumar Kettimuthu, Doga Gursoy, Francesco De Carlo, Ian Foster .TomoGAN: Low-Dose X-Ray Tomography with Generative Adversarial Networks .[J] arXiv preprint arXiv:1902.07582.
• Jesse Engel, Kumar Krishna Agrawal, Shuo Chen, Ishaan Gulrajani, Chris Donahue, Adam Roberts .GANSynth: Adversarial Neural Audio Synthesis .[J] arXiv preprint arXiv:1902.08710.
• Wei Peng, Yuhong Dai, Hui Zhang, Lizhi Cheng .Training GANs with Centripetal Acceleration .[J] arXiv preprint arXiv:1902.08949.
• Jaewoong Cho, Changho Suh .Wasserstein GAN Can Perform PCA .[J] arXiv preprint arXiv:1902.09073.
• Soochan Lee, Junsoo Ha, Gunhee Kim .Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation .[J] arXiv preprint arXiv:1902.09225.
• Steven Cheng-Xian Li, Bo Jiang, Benjamin Marlin .MisGAN: Learning from Incomplete Data with Generative Adversarial Networks .[J] arXiv preprint arXiv:1902.09599.
• Matthew Amodio, Smita Krishnaswamy .TraVeLGAN: Image-to-image Translation by Transformation Vector Learning .[J] arXiv preprint arXiv:1902.09631.
• Ankit Raj, Yuqi Li, Yoram Bresler .GAN-based Projector for Faster Recovery in Compressed Sensing with Convergence Guarantees .[J] arXiv preprint arXiv:1902.09698.
• Qingyan Duan, Lei Zhang .BoostGAN for Occlusive Profile Face Frontalization and Recognition .[J] arXiv preprint arXiv:1902.09782.
• Maximilian Pöpperl, Raghavendra Gulagundi, Senthil Yogamani, Stefan Milz .Realistic Ultrasonic Environment Simulation Using Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1902.09842.
• Changhee Han, Kohei Murao, Tomoyuki Noguchi, Yusuke Kawata, Fumiya Uchiyama, Leonardo Rundo, Hideki Nakayama, Shin'ichi Satoh .Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images .[J] arXiv preprint arXiv:1902.09856.
• Uiwon Hwang, Dahuin Jung, Sungroh Yoon .HexaGAN: Generative Adversarial Nets for Real World Classification .[J] arXiv preprint arXiv:1902.09913.
• Ali Yazdizadeh, Zachary Patterson, Bilal Farooq .Semi-supervised GANs to Infer Travel Modes in GPS Trajectories .[J] arXiv preprint arXiv:1902.10768.
• Hung Nguyen, Di Zhuang, Pei-Yuan Wu, Morris Chang .AutoGAN-based Dimension Reduction for Privacy Preservation .[J] arXiv preprint arXiv:1902.10799.
• Ke Sun, Zhanxing Zhu, Zhouchen Lin .Enhancing the Robustness of Deep Neural Networks by Boundary Conditional GAN .[J] arXiv preprint arXiv:1902.11029.
• Anthony Perez, Swetava Ganguli, Stefano Ermon, George Azzari, Marshall Burke, David Lobell .Semi-Supervised Multitask Learning on Multispectral Satellite Images Using Wasserstein Generative Adversarial Networks (GANs) for Predicting Poverty .[J] arXiv preprint arXiv:1902.11110.
• Yunxuan Zhang, Weiliang Zhang, Qinyan Zhang, Jijiang Yang, Xiuyu Chen, Shihua Zhao .CMR motion artifact correction using generative adversarial nets .[J] arXiv preprint arXiv:1902.11121.
• Xinsheng Xuan, Bo Peng, Jing Dong, Wei Wang .On the generalization of GAN image forensics .[J] arXiv preprint arXiv:1902.11153.
• Shuang Zhang, Ada Zhen, Robert L. Stevenson .GAN Based Image Deblurring Using Dark Channel Prior .[J] arXiv preprint arXiv:1903.00107.
• Joshua Peter Ebenezer, Bijaylaxmi Das, Sudipta Mukhopadhyay .Single Image Haze Removal Using Conditional Wasserstein Generative Adversarial Networks .[J] arXiv preprint arXiv:1903.00395.
• Cunjian Chen, Arun Ross .Matching Thermal to Visible Face Images Using a Semantic-Guided Generative Adversarial Network .[J] arXiv preprint arXiv:1903.00963.
• Wei Jiang, Na Ying .Improve Object Detection by Data Enhancement based on Generative Adversarial Nets .[J] arXiv preprint arXiv:1903.01716.
• Jianlin Su .O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks .[J] arXiv preprint arXiv:1903.01931.
• Chao Gao, Yuan Yao, Weizhi Zhu .Generative Adversarial Nets for Robust Scatter Estimation: A Proper Scoring Rule Perspective .[J] arXiv preprint arXiv:1903.01944.
• Yuxing Tang, Youbao Tang, Mei Han, Jing Xiao, Ronald M. Summers .Abnormal Chest X-ray Identification With Generative Adversarial One-Class Classifier .[J] arXiv preprint arXiv:1903.02040.
• Chao Li, Cheng Deng, Lei Wang, De Xie, Xianglong Liu .Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval .[J] arXiv preprint arXiv:1903.02149.
• Mkhuseli Ngxande, Jules-Raymond Tapamo, Michael Burke .DepthwiseGANs: Fast Training Generative Adversarial Networks for Realistic Image Synthesis .[J] arXiv preprint arXiv:1903.02225.
• Riccardo Di Sipio, Michele Faucci Giannelli, Sana Ketabchi Haghighat, Serena Palazzo .DijetGAN: A Generative-Adversarial Network Approach for the Simulation of QCD Dijet Events at the LHC .[J] arXiv preprint arXiv:1903.02433.
• Hao Ye, Le Liang, Geoffrey Ye Li, Biing-Hwang Fred Juang .Deep Learning based End-to-End Wireless Communication Systems with Conditional GAN as Unknown Channel .[J] arXiv preprint arXiv:1903.02551.
• Guanxiong Liu, Issa Khalil, Abdallah Khreishah .GanDef: A GAN based Adversarial Training Defense for Neural Network Classifier .[J] arXiv preprint arXiv:1903.02585.
• Karim Armanious, Chenming Jiang, Sherif Abdulatif, Thomas Küstner, Sergios Gatidis, Bin Yang .Unsupervised Medical Image Translation Using Cycle-MedGAN .[J] arXiv preprint arXiv:1903.03374.
• Vedant Singh, Manan Oza, Himanshu Vaghela, Pratik Kanani .Auto-Encoding Progressive Generative Adversarial Networks For 3D Multi Object Scenes .[J] arXiv preprint arXiv:1903.03477.
• Simon Vandenhende, Bert De Brabandere, Davy Neven, Luc Van Gool .A Three-Player GAN: Generating Hard Samples To Improve Classification Networks .[J] arXiv preprint arXiv:1903.03496.
• Ksenia Bittner, Marco Körner, Peter Reinartz .DSM Building Shape Refinement from Combined Remote Sensing Images based on Wnet-cGANs .[J] arXiv preprint arXiv:1903.03519.
• Ziheng Li, Wenkun Zhang, Linyuan Wang, Ailong Cai, Ningning Liang, Bin Yan, Lei Li .A Sinogram Inpainting Method based on Generative Adversarial Network for Limited-angle Computed Tomography .[J] arXiv preprint arXiv:1903.03984.
• Manan Oza, Himanshu Vaghela, Kriti Srivastava .Progressive Generative Adversarial Binary Networks for Music Generation .[J] arXiv preprint arXiv:1903.04722.
• Qi Mao, Hsin-Ying Lee, Hung-Yu Tseng, Siwei Ma, Ming-Hsuan Yang .Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis .[J] arXiv preprint arXiv:1903.05628.
• Tingting Qiao, Jing Zhang, Duanqing Xu, Dacheng Tao .MirrorGAN: Learning Text-to-image Generation by Redescription .[J] arXiv preprint arXiv:1903.05854.
• Bajibabu Bollepalli, Lauri Juvela, Paavo Alku .Generative adversarial network-based glottal waveform model for statistical parametric speech synthesis .[J] arXiv preprint arXiv:1903.05955.
• Animesh Karnewar, Oliver Wang, Raghu Sesha Iyengar .MSG-GAN: Multi-Scale Gradient GAN for Stable Image Synthesis .[J] arXiv preprint arXiv:1903.06048.
• Hyoung Suk Park, Jineon Baek, Sun Kyoung You, Jae Kyu Choi, Jin Keun Seo .Unpaired image denoising using a generative adversarial network in X-ray CT .[J] arXiv preprint arXiv:1903.06257.
• Adeel Mufti, Biagio Antonelli, Julius Monello .Conditional GANs For Painting Generation .[J] arXiv preprint arXiv:1903.06259.
• Lakshmanan Nataraj, Tajuddin Manhar Mohammed, B. S. Manjunath, Shivkumar Chandrasekaran, Arjuna Flenner, Jawadul H. Bappy, Amit K. Roy-Chowdhury .Detecting GAN generated Fake Images using Co-occurrence Matrices .[J] arXiv preprint arXiv:1903.06836.
• Uddeshya Upadhyay, Suyash P. Awate .Robust Super-Resolution GAN, with Manifold-based and Perception Loss .[J] arXiv preprint arXiv:1903.06920.
• Ping Yu, Kaitao Song, Jianfeng Lu .Generating Adversarial Examples With Conditional Generative Adversarial Net .[J] arXiv preprint arXiv:1903.07282.
• Xiaofeng Mao, Yuefeng Chen, Yuhong Li, Tao Xiong, Yuan He, Hui Xue .Bilinear Representation for Language-based Image Editing Using Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1903.07499.
• Naijun Liu, Tao Lu, Yinghao Cai, Boyao Li, Shuo Wang .Hindsight Generative Adversarial Imitation Learning .[J] arXiv preprint arXiv:1903.07854.
• Jie Cai, Zibo Meng, Ahmed Shehab Khan, Zhiyuan Li, James O'Reilly, Yan Tong .Identity-Free Facial Expression Recognition using conditional Generative Adversarial Network .[J] arXiv preprint arXiv:1903.08051.
• Gray Stanton, Athirai A. Irissappane .GANs for Semi-Supervised Opinion Spam Detection .[J] arXiv preprint arXiv:1903.08289.
• Xiaotong Chen, Rui Chen, Zhiqiang Sui, Zhefan Ye, Yanqi Liu, R. Iris Bahar, Odest Chadwicke Jenkins .GRIP: Generative Robust Inference and Perception for Semantic Robot Manipulation in Adversarial Environments .[J] arXiv preprint arXiv:1903.08352.
• Sunae So, Junsuk Rho .Designing nanophotonic structures using conditional-deep convolutional generative adversarial networks .[J] arXiv preprint arXiv:1903.08432.
• Pramuditha Perera, Ramesh Nallapati, Bing Xiang .OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations .[J] arXiv preprint arXiv:1903.08550.
• Sung Kim, Visvesh Sathe .Bandwidth Extension on Raw Audio via Generative Adversarial Networks .[J] arXiv preprint arXiv:1903.09027.
• Shaohui Lin, Rongrong Ji, Chenqian Yan, Baochang Zhang, Liujuan Cao, Qixiang Ye, Feiyue Huang, David Doermann .Towards Optimal Structured CNN Pruning via Generative Adversarial Learning .[J] arXiv preprint arXiv:1903.09291.
• Sankha Subhra Mullick, Shounak Datta, Swagatam Das .Generative Adversarial Minority Oversampling .[J] arXiv preprint arXiv:1903.09730.
• Nao Takano, Gita Alaghband .SRGAN: Training Dataset Matters .[J] arXiv preprint arXiv:1903.09922.
• Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata .f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning .[J] arXiv preprint arXiv:1903.10132.
• Dwarikanath Mahapatra, Zongyuan Ge .Combining Transfer Learning And Segmentation Information with GANs for Training Data Independent Image Registration .[J] arXiv preprint arXiv:1903.10139.
• Kangxue Yin, Zhiqin Chen, Hui Huang, Daniel Cohen-Or, Hao Zhang .LOGAN: Unpaired Shape Transform in Latent Overcomplete Space .[J] arXiv preprint arXiv:1903.10170.
• Amanda Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Giro-i-Nieto .Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks .[J] arXiv preprint arXiv:1903.10195.
• Shiyang Cheng, Michael Bronstein, Yuxiang Zhou, Irene Kotsia, Maja Pantic, Stefanos Zafeiriou .MeshGAN: Non-linear 3D Morphable Models of Faces .[J] arXiv preprint arXiv:1903.10384.
• Xiaowei Hu, Yitong Jiang, Chi-Wing Fu, Pheng-Ann Heng .Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data .[J] arXiv preprint arXiv:1903.10683.
• Pritish Chandna, Merlijn Blaauw, Jordi Bonada, Emilia Gomez .WGANSing: A Multi-Voice Singing Voice Synthesizer Based on the Wasserstein-GAN .[J] arXiv preprint arXiv:1903.10729.
• Yong Guo, Qi Chen, Jian Chen, Qingyao Wu, Qinfeng Shi, Mingkui Tan .Auto-Embedding Generative Adversarial Networks for High Resolution Image Synthesis .[J] arXiv preprint arXiv:1903.11250.
• Yuebing Zhang, Duoqian Miao, Jiaqi Wang .Hierarchical Attention Generative Adversarial Networks for Cross-domain Sentiment Classification .[J] arXiv preprint arXiv:1903.11334.
• Alessandro Borgia, Yang Hua, Elyor Kodirov, Neil M. Robertson .GAN-based Pose-aware Regulation for Video-based Person Re-identification .[J] arXiv preprint arXiv:1903.11552.
• Jingwei Guan, Cheng Pan, Songnan Li, Dahai Yu .SRDGAN: learning the noise prior for Super Resolution with Dual Generative Adversarial Networks .[J] arXiv preprint arXiv:1903.11821.
• Suiyi Ling, Jing Li, Junle Wang, Patrick Le Callet .GANs-NQM: A Generative Adversarial Networks based No Reference Quality Assessment Metric for RGB-D Synthesized Views .[J] arXiv preprint arXiv:1903.12088.
• Sergi Caelles, Albert Pumarola, Francesc Moreno-Noguer, Alberto Sanfeliu, Luc Van Gool .Fast video object segmentation with Spatio-Temporal GANs .[J] arXiv preprint arXiv:1903.12161.
• Maciej Zamorski, Adrian Zdobylak, Maciej Zięba, Jerzy Świątek .Generative Adversarial Networks: recent developments .[J] arXiv preprint arXiv:1903.12266.
• Hao Tang, Dan Xu, Nicu Sebe, Yan Yan .Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image Translation .[J] arXiv preprint arXiv:1903.12296.
• Zixing Zhang, Jing Han, Kun Qian, Christoph Janott, Yanan Guo, Bjoern Schuller .Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data .[J] arXiv preprint arXiv:1903.12422.
• Elnaz Soleimani, Ehsan Nazerfard .Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks .[J] arXiv preprint arXiv:1903.12489.
• Zhe He, Adrian Spurr, Xucong Zhang, Otmar Hilliges .Photo-realistic Monocular Gaze Redirection using Generative Adversarial Networks .[J] arXiv preprint arXiv:1903.12530.
• Alireza Koochali, Peter Schichtel, Sheraz Ahmed, Andreas Dengel .Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN .[J] arXiv preprint arXiv:1903.12549.
• Changhee Han, Leonardo Rundo, Ryosuke Araki, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama, Hideaki Hayashi .Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection .[J] arXiv preprint arXiv:1903.12564.