A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications

20 January 2020

Papers citing "A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications"

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Title
Adversarially Regularized Autoencoders Jiaqi Zhao Yoon Kim Kelly Zhang Alexander M. Rush Yann LeCun DRL GNN GAN 31 78 0 13 Jun 2017
An Online Learning Approach to Generative Adversarial Networks Paulina Grnarova Kfir Y. Levy Aurelien Lucchi Thomas Hofmann Andreas Krause GAN 38 90 0 10 Jun 2017
Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs Cristóbal Esteban Stephanie L. Hyland Gunnar Rätsch GAN SyDa MedIm 78 779 0 08 Jun 2017
DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data Swaminathan Gurumurthy Ravi Kiran Sarvadevabhatla R. Venkatesh Babu GAN 48 272 0 07 Jun 2017
SegAN: Adversarial Network with Multi-scale $L_1$ Loss for Medical Image Segmentation Yuan Xue Tao Xu Han Zhang L. R. Long Xiaolei Huang MedIm GAN 47 544 0 06 Jun 2017
One-Sided Unsupervised Domain Mapping Sagie Benaim Lior Wolf 43 314 0 02 Jun 2017
On Unifying Deep Generative Models Zhiting Hu Zichao Yang Ruslan Salakhutdinov Eric Xing DRL GAN 54 127 0 02 Jun 2017
Representation Learning by Rotating Your Faces Luan Tran Xi Yin Xiaoming Liu CVBM GAN 47 140 0 31 May 2017
Adversarial Ranking for Language Generation Kevin Qinghong Lin Dianqi Li Xiaodong He Zhengyou Zhang Ming-Ting Sun GAN 44 333 0 31 May 2017
Unsupervised Learning of Disentangled Representations from Video Emily L. Denton Vighnesh Birodkar DRL CoGe OOD 54 552 0 31 May 2017
Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models G. L. Guimaraes Benjamín Sánchez-Lengeling Carlos Outeiral Pedro Luis Cunha Farias Alán Aspuru-Guzik GAN 62 523 0 30 May 2017
The Cramer Distance as a Solution to Biased Wasserstein Gradients Marc G. Bellemare Ivo Danihelka Will Dabney S. Mohamed Balaji Lakshminarayanan Stephan Hoyer Rémi Munos GAN 35 344 0 30 May 2017
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models Jun Wang Lantao Yu Weinan Zhang Yu Gong Yinghui Xu Benyou Wang Peng Zhang Dell Zhang 59 597 0 30 May 2017
The Numerics of GANs L. Mescheder Sebastian Nowozin Andreas Geiger GAN 66 456 0 30 May 2017
Attribute-Guided Face Generation Using Conditional CycleGAN Yongyi Lu Yu-Wing Tai Chi-Keung Tang GAN CVBM 57 78 0 28 May 2017
Good Semi-supervised Learning that Requires a Bad GAN Zihang Dai Zhilin Yang Fan Yang William W. Cohen Ruslan Salakhutdinov GAN 31 483 0 27 May 2017
Fisher GAN Youssef Mroueh Tom Sercu GAN AI4CE 39 132 0 26 May 2017
Bayesian GAN Yunus Saatci A. Wilson GAN 30 133 0 26 May 2017
Pose Guided Person Image Generation Liqian Ma Xu Jia Qianru Sun Bernt Schiele Tinne Tuytelaars Luc Van Gool GAN 64 816 0 25 May 2017
Stabilizing Training of Generative Adversarial Networks through Regularization Kevin Roth Aurelien Lucchi Sebastian Nowozin Thomas Hofmann GAN 42 444 0 25 May 2017
Continual Learning with Deep Generative Replay Hanul Shin Jung Kwon Lee Jaehong Kim Jiwon Kim KELM CLL 62 2,051 0 24 May 2017
MMD GAN: Towards Deeper Understanding of Moment Matching Network Chun-Liang Li Wei-Cheng Chang Yu Cheng Yiming Yang Barnabás Póczós GAN 43 720 0 24 May 2017
Semantically Decomposing the Latent Spaces of Generative Adversarial Networks Chris Donahue Zachary Chase Lipton Akshay Balsubramani Julian McAuley GAN 55 120 0 22 May 2017
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning Akash Srivastava Lazar Valkov Chris Russell Michael U. Gutmann Charles Sutton SyDa GAN 43 676 0 22 May 2017
Stabilizing Adversarial Nets With Prediction Methods A. Yadav Sohil Shah Zheng Xu David Jacobs Tom Goldstein ODL 54 89 0 20 May 2017
Learning Texture Manifolds with the Periodic Spatial GAN Urs M. Bergmann Nikolay Jetchev Roland Vollgraf GAN 45 161 0 18 May 2017
Comparison of Maximum Likelihood and GAN-based training of Real NVPs Ivo Danihelka Balaji Lakshminarayanan Benigno Uria Daan Wierstra Peter Dayan GAN 35 53 0 15 May 2017
GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data Shuchang Zhou Taihong Xiao Yi Yang Dieqiao Feng Qinyao He Weiran He GAN 32 96 0 14 May 2017
Generative Adversarial Trainer: Defense to Adversarial Perturbations with GAN Hyeungill Lee Sungyeob Han Jungwoo Lee AAML GAN 19 149 0 09 May 2017
Geometric GAN Jae Hyun Lim J. C. Ye GAN 39 516 0 08 May 2017
Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner Tseng-Hung Chen Yuan-Hong Liao Ching-Yao Chuang W. Hsu Jianlong Fu Min Sun 50 141 0 02 May 2017
The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker Kenneth Marino Abhinav Gupta M. Hebert 54 351 0 28 Apr 2017
Softmax GAN Min Lin GAN 30 19 0 20 Apr 2017
Gang of GANs: Generative Adversarial Networks with Maximum Margin Ranking Felix Juefei Xu Vishnu Boddeti Marios Savvides GAN 28 30 0 17 Apr 2017
Neural Face Editing with Intrinsic Image Disentangling Zhixin Shu Ersin Yumer Sunil Hadap Kalyan Sunkavalli Eli Shechtman Dimitris Samaras CVBM DRL GAN 68 285 0 13 Apr 2017
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis Rui Huang Shu Zhang Tianyu Li Ran He GAN CVBM 62 629 0 13 Apr 2017
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning Takeru Miyato S. Maeda Masanori Koyama S. Ishii GAN 102 2,724 0 13 Apr 2017
MAGAN: Margin Adaptation for Generative Adversarial Networks Ruohan Wang Antoine Cully H. Chang Y. Demiris GAN 37 64 0 12 Apr 2017
A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection Xinyu Wang Abhinav Shrivastava Abhinav Gupta ObjD 56 571 0 11 Apr 2017
Multi-Agent Diverse Generative Adversarial Networks Arna Ghosh Viveka Kulharia Vinay P. Namboodiri Philip Torr P. Dokania GAN 49 304 0 10 Apr 2017
DualGAN: Unsupervised Dual Learning for Image-to-Image Translation Zili Yi Hao Zhang P. Tan Minglun Gong GAN VLM 91 1,941 0 08 Apr 2017
It Takes (Only) Two: Adversarial Generator-Encoder Networks Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky GAN 45 135 0 07 Apr 2017
Semi-Latent GAN: Learning to generate and modify facial images from attributes Weidong Yin Yanwei Fu Leonid Sigal Xiangyang Xue GAN CVBM 30 43 0 07 Apr 2017
Voice Conversion from Unaligned Corpora using Variational Autoencoding Wasserstein Generative Adversarial Networks Chin-Cheng Hsu Hsin-Te Hwang Yi-Chiao Wu Yu Tsao H. Wang DRL 67 314 0 04 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 107 9,509 0 31 Mar 2017
BEGAN: Boundary Equilibrium Generative Adversarial Networks David Berthelot Tom Schumm Luke Metz GAN 84 1,153 0 31 Mar 2017
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Rakshith Shetty Bernt Schiele Mario Fritz 75 226 0 30 Mar 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 79 5,556 0 30 Mar 2017
SeGAN: Segmenting and Generating the Invisible Kiana Ehsani Roozbeh Mottaghi Ali Farhadi GAN 62 146 0 29 Mar 2017
SEGAN: Speech Enhancement Generative Adversarial Network Santiago Pascual Antonio Bonafonte Joan Serrà GAN 49 1,139 0 28 Mar 2017