A Survey on Generative Adversarial Networks: Variants, Applications, and Training

9 June 2020

Xi Li

Papers citing "A Survey on Generative Adversarial Networks: Variants, Applications, and Training"

50 / 196 papers shown

Title
ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? Mostapha Benhenda GAN 52 103 0 28 Aug 2017
Towards the Automatic Anime Characters Creation with Generative Adversarial Networks Yanghua Jin Jiakai Zhang Minjun Li Yingtao Tian Huachun Zhu Zhihao Fang GAN CVBM 61 187 0 18 Aug 2017
Dual Motion GAN for Future-Flow Embedded Video Prediction Xiaodan Liang Lisa Lee Wei-Ming Dai Eric Xing GAN 72 366 0 01 Aug 2017
Semantic Image Synthesis via Adversarial Learning Hao Dong Simiao Yu Chao Wu Yike Guo GAN 45 265 0 21 Jul 2017
MoCoGAN: Decomposing Motion and Content for Video Generation Sergey Tulyakov Ming-Yuan Liu Xiaodong Yang Jan Kautz GAN 131 1,147 0 17 Jul 2017
Guiding InfoGAN with Semi-Supervision Adrian Spurr Emre Aksan Otmar Hilliges GAN 59 47 0 14 Jul 2017
Generative Adversarial Models for People Attribute Recognition in Surveillance Matteo Fabbri Simone Calderara Rita Cucchiara GAN CVBM 61 39 0 07 Jul 2017
SSGAN: Secure Steganography Based on Generative Adversarial Networks Haichao Shi Jing Dong Wei Wang Y. Qian Xiaoyu Zhang GAN 70 206 0 06 Jul 2017
Perceptual Adversarial Networks for Image-to-Image Transformation Chaoyue Wang Chang Xu Chaohui Wang Dacheng Tao GAN 65 362 0 28 Jun 2017
Perceptual Generative Adversarial Networks for Small Object Detection Jianan Li Xiaodan Liang Yunchao Wei Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 61 724 0 16 Jun 2017
Adversarially Regularized Autoencoders Jiaqi Zhao Yoon Kim Kelly Zhang Alexander M. Rush Yann LeCun DRL GNN GAN 45 78 0 13 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 704 131,652 0 12 Jun 2017
TextureGAN: Controlling Deep Image Synthesis with Texture Patches Wenqi Xian Patsorn Sangkloy Varun Agrawal Amit Raj Jingwan Lu Chen Fang Feng Yu James Hays GAN 3DV 56 279 0 09 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 69 548 0 06 Jun 2017
Adversarial Ranking for Language Generation Kevin Qinghong Lin Dianqi Li Xiaodong He Zhengyou Zhang Ming-Ting Sun GAN 59 333 0 31 May 2017
Unsupervised Learning of Disentangled Representations from Video Emily L. Denton Vighnesh Birodkar DRL CoGe OOD 76 553 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 82 525 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 83 600 0 30 May 2017
Pose Guided Person Image Generation Liqian Ma Xu Jia Qianru Sun Bernt Schiele Tinne Tuytelaars Luc Van Gool GAN 86 817 0 25 May 2017
Continual Learning with Deep Generative Replay Hanul Shin Jung Kwon Lee Jaehong Kim Jiwon Kim KELM CLL 80 2,077 0 24 May 2017
Semantically Decomposing the Latent Spaces of Generative Adversarial Networks Chris Donahue Zachary Chase Lipton Akshay Balsubramani Julian McAuley GAN 70 120 0 22 May 2017
On Convergence and Stability of GANs Naveen Kodali Jacob D. Abernethy James Hays Z. Kira GAN 49 87 0 19 May 2017
Learning Texture Manifolds with the Periodic Spatial GAN Urs M. Bergmann Nikolay Jetchev Roland Vollgraf GAN 56 161 0 18 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 47 96 0 14 May 2017
The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker Kenneth Marino Abhinav Gupta M. Hebert 80 350 0 28 Apr 2017
Towards Large-Pose Face Frontalization in the Wild Xi Yin Xiang Yu Kihyuk Sohn Xiaoming Liu Manmohan Chandraker CVBM 3DH 80 319 0 20 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 87 631 0 13 Apr 2017
Multi-Agent Diverse Generative Adversarial Networks Arna Ghosh Viveka Kulharia Vinay P. Namboodiri Philip Torr P. Dokania GAN 67 306 0 10 Apr 2017
DualGAN: Unsupervised Dual Learning for Image-to-Image Translation Zili Yi Hao Zhang P. Tan Minglun Gong GAN VLM 131 1,941 0 08 Apr 2017
Semi-Latent GAN: Learning to generate and modify facial images from attributes Weidong Yin Yanwei Fu Leonid Sigal Xiangyang Xue GAN CVBM 48 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 85 314 0 04 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 207 9,548 0 31 Mar 2017
BEGAN: Boundary Equilibrium Generative Adversarial Networks David Berthelot Tom Schumm Luke Metz GAN 100 1,154 0 31 Mar 2017
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Rakshith Shetty Bernt Schiele Mario Fritz 97 227 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 125 5,553 0 30 Mar 2017
SeGAN: Segmenting and Generating the Invisible Kiana Ehsani Roozbeh Mottaghi Ali Farhadi GAN 88 147 0 29 Mar 2017
SEGAN: Speech Enhancement Generative Adversarial Network Santiago Pascual Antonio Bonafonte Joan Serrà GAN 78 1,146 0 28 Mar 2017
GP-GAN: Towards Realistic High-Resolution Image Blending Huikai Wu Shuai Zheng Junge Zhang Kaiqi Huang GAN 58 257 0 21 Mar 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 179 4,364 0 20 Mar 2017
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks Edward Choi Siddharth Biswal B. Malin J. Duke Walter F. Stewart Jimeng Sun SyDa GAN 200 578 0 19 Mar 2017
TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network Ayushman Dash J. Gamboa Sheraz Ahmed Marcus Liwicki Muhammad Zeshan Afzal GAN 55 143 0 19 Mar 2017
Steganographic Generative Adversarial Networks Denis Volkhonskiy Ivan Nazarov Evgeny Burnaev GAN 65 214 0 16 Mar 2017
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks Taeksoo Kim Moonsu Cha Hyunsoo Kim Jung Kwon Lee Jiwon Kim GAN OOD 91 1,979 0 15 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 155 2,734 0 02 Mar 2017
Generalization and Equilibrium in Generative Adversarial Nets (GANs) Sanjeev Arora Rong Ge Yingyu Liang Tengyu Ma Yi Zhang GAN 54 688 0 02 Mar 2017
Boundary-Seeking Generative Adversarial Networks R. Devon Hjelm Athul Paul Jacob Tong Che Adam Trischler Kyunghyun Cho Yoshua Bengio GAN 62 170 0 27 Feb 2017
Age Progression/Regression by Conditional Adversarial Autoencoder Zhifei Zhang Yang Song Hairong Qi GAN CVBM 77 1,113 0 27 Feb 2017
Maximum-Likelihood Augmented Discrete Generative Adversarial Networks Tong Che Yanran Li Ruixiang Zhang R. Devon Hjelm Wenjie Li Yangqiu Song Yoshua Bengio GAN 66 235 0 26 Feb 2017
Style Transfer Generative Adversarial Networks: Learning to Play Chess Differently Muthuraman Chidambaram Yanjun Qi GAN 48 27 0 22 Feb 2017
Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN Weiwei Hu Ying Tan GAN 73 461 0 20 Feb 2017