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"

50 / 361 papers shown

Title
Sim-to-Real via Sim-to-Sim: Data-efficient Robotic Grasping via Randomized-to-Canonical Adaptation Networks Stephen James Paul Wohlhart Mrinal Kalakrishnan Dmitry Kalashnikov A. Irpan Julian Ibarz Sergey Levine R. Hadsell Konstantinos Bousmalis 63 446 0 18 Dec 2018
Arbitrary Talking Face Generation via Attentional Audio-Visual Coherence Learning Hao Zhu Huaibo Huang Yi Li Aihua Zheng Ran He CVBM 21 58 0 17 Dec 2018
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 474 10,466 0 12 Dec 2018
Generative Adversarial Self-Imitation Learning Yijie Guo Junhyuk Oh Satinder Singh Honglak Lee GAN 53 58 0 03 Dec 2018
ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples Xiaojun Jia Xingxing Wei Xiaochun Cao H. Foroosh AAML 79 265 0 30 Nov 2018
Generative Adversarial Network Training is a Continual Learning Problem Kevin J. Liang Chunyuan Li Guoyin Wang Lawrence Carin GAN 15 50 0 27 Nov 2018
Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction Alaaeldin El-Nouby Shikhar Sharma Hannes Schulz Devon Hjelm Layla El Asri Samira Ebrahimi Kahou Yoshua Bengio Graham W.Taylor VLM 69 122 0 24 Nov 2018
Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation Zhengwei Wang Graham Healy Alan F. Smeaton T. Ward EGVM 48 37 0 10 Nov 2018
Robustness of Conditional GANs to Noisy Labels Kerry J. Halupka A. Khetan Zinan Lin Stephen Moore NoLa 44 81 0 08 Nov 2018
How Well Generative Adversarial Networks Learn Distributions Tengyuan Liang GAN 37 94 0 07 Nov 2018
A Convex Duality Framework for GANs Farzan Farnia David Tse GAN 38 63 0 28 Oct 2018
Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow Xue Bin Peng Angjoo Kanazawa Sam Toyer Pieter Abbeel Sergey Levine 39 214 0 01 Oct 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 191 5,363 0 28 Sep 2018
Generative Adversarial Active Learning for Unsupervised Outlier Detection Yezheng Liu Zhe Li Chong Zhou Yuanchun Jiang Jianshan Sun Ming Wang Xiangnan He 13 301 0 28 Sep 2018
The 2018 PIRM Challenge on Perceptual Image Super-resolution Yochai Blau Roey Mechrez Radu Timofte T. Michaeli Lihi Zelnik-Manor SupR 48 463 0 20 Sep 2018
Attribute-aware Face Aging with Wavelet-based Generative Adversarial Networks Yunfan Liu Qi Li Zhenan Sun GAN CVBM 68 109 0 18 Sep 2018
Retrieval-Enhanced Adversarial Training for Neural Response Generation Shuai Yang Jiaying Liu Wenjing Wang Furu Wei Zongming Guo RALM 31 84 0 12 Sep 2018
GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation Minsuk Kahng Nikhil Thorat Duen Horng Chau F. Viégas Martin Wattenberg HAI GAN 30 170 0 05 Sep 2018
Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks Yuan. Yuan Siyuan Liu Jiawei Zhang Yongbing Zhang Chao Dong Liang Lin SupR 37 438 0 03 Sep 2018
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 74 3,706 0 01 Sep 2018
Semi-supervised Learning on Graphs with Generative Adversarial Nets Ming Ding Jie Tang Jie Zhang GNN GAN 58 116 0 01 Sep 2018
3D-Aware Scene Manipulation via Inverse Graphics Shunyu Yao T. Hsu Jun-Yan Zhu Jiajun Wu Antonio Torralba William T. Freeman J. Tenenbaum 3DPC 3DV 32 86 0 28 Aug 2018
Everybody Dance Now Caroline Chan Shiry Ginosar Tinghui Zhou Alexei A. Efros 64 772 0 22 Aug 2018
Video-to-Video Synthesis Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Guilin Liu Andrew Tao Jan Kautz Bryan Catanzaro GAN VGen 54 987 0 20 Aug 2018
Recycle-GAN: Unsupervised Video Retargeting Aayush Bansal Shugao Ma Deva Ramanan Yaser Sheikh VGen DiffM 41 297 0 15 Aug 2018
Diverse Image-to-Image Translation via Disentangled Representations Hsin-Ying Lee Hung-Yu Tseng Jia-Bin Huang M. Singh Ming-Hsuan Yang DRL 38 907 0 02 Aug 2018
AlphaGAN: Generative adversarial networks for natural image matting Sebastian Lutz Konstantinos Amplianitis A. Smolic GAN 21 146 0 26 Jul 2018
Multi-Agent Generative Adversarial Imitation Learning Jiaming Song Hongyu Ren Dorsa Sadigh Stefano Ermon GAN 36 218 0 26 Jul 2018
Learning Plannable Representations with Causal InfoGAN Thanard Kurutach Aviv Tamar Ge Yang Stuart J. Russell Pieter Abbeel GAN DRL 40 180 0 24 Jul 2018
GANimation: Anatomically-aware Facial Animation from a Single Image Albert Pumarola Antonio Agudo Aleix M. Martinez Alberto Sanfeliu Francesc Moreno-Noguer CVBM GAN 41 586 0 24 Jul 2018
The relativistic discriminator: a key element missing from standard GAN Alexia Jolicoeur-Martineau GAN 24 971 0 02 Jul 2018
Approximability of Discriminators Implies Diversity in GANs Yu Bai Tengyu Ma Andrej Risteski 32 74 0 27 Jun 2018
Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization Jie Cao Yibo Hu Hongwen Zhang Ran He Zhenan Sun CVBM 35 79 0 22 Jun 2018
An empirical study on evaluation metrics of generative adversarial networks Qiantong Xu Gao Huang Yang Yuan Chuan Guo Yu Sun Felix Wu Kilian Q. Weinberger EGVM 44 271 0 19 Jun 2018
Banach Wasserstein GAN J. Adler Sebastian Lunz GAN 32 220 0 18 Jun 2018
Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance Zhixin Shu M. Sahasrabudhe R. Güler Dimitris Samaras Nikos Paragios Iasonas Kokkinos CVBM 91 201 0 18 Jun 2018
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals K. Hartmann R. Schirrmeister T. Ball GAN AI4TS 39 231 0 05 Jun 2018
Cycle-Consistent Adversarial Learning as Approximate Bayesian Inference Louis C. Tiao Edwin V. Bonilla F. Ramos BDL OOD 21 7 0 05 Jun 2018
On gradient regularizers for MMD GANs Michael Arbel Danica J. Sutherland Mikolaj Binkowski Arthur Gretton 48 94 0 29 May 2018
FairGAN: Fairness-aware Generative Adversarial Networks Depeng Xu Shuhan Yuan Lu Zhang Xintao Wu GAN 81 311 0 28 May 2018
Detecting Deceptive Reviews using Generative Adversarial Networks H. Aghakhani Aravind Machiry Shirin Nilizadeh Christopher Krügel Giovanni Vigna 36 78 0 25 May 2018
DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction Pengda Qin Weiran Xu William Yang Wang 52 156 0 24 May 2018
Robust Conditional Generative Adversarial Networks Grigorios G. Chrysos Jean Kossaifi Stefanos Zafeiriou GAN 45 30 0 22 May 2018
Self-Attention Generative Adversarial Networks Han Zhang Ian Goodfellow Dimitris N. Metaxas Augustus Odena GAN 102 3,710 0 21 May 2018
Adversarial Attacks on Neural Networks for Graph Data Daniel Zügner Amir Akbarnejad Stephan Günnemann GNN AAML OOD 66 1,060 0 21 May 2018
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models Pouya Samangouei Maya Kabkab Rama Chellappa AAML GAN 61 1,172 0 17 May 2018
Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing Deniz Engin Anil Genç H. K. Ekenel 23 454 0 14 May 2018
PSGAN: A Generative Adversarial Network for Remote Sensing Image Pan-Sharpening Xiangyu Liu Huanyu Zhou Qizhi Xu Xiangyu Liu Yunhong Wang GAN 16 220 0 09 May 2018
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling Xin Eric Wang Wenhu Chen Yuan-fang Wang William Yang Wang 34 158 0 24 Apr 2018
Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training Bei Liu Jianlong Fu Makoto P. Kato Masatoshi Yoshikawa GAN 34 73 0 23 Apr 2018