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
AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Muhammad Salman Iqra Tariq Mishal Zulfiqar Muqadas Jalal Sami Aujla Sumbal Fatima 69 0 0 01 May 2025
Shape Modeling of Longitudinal Medical Images: From Diffeomorphic Metric Mapping to Deep Learning Edwin Tay Nazli Tümer Amir A. Zadpoor MedIm 104 0 0 27 Mar 2025
Self-supervised Domain Adaptation for Breaking the Limits of Low-quality Fundus Image Quality Enhancement Qingshan Hou Peng Cao Jia-Qing Wang Xiaoli Liu Jinzhu Yang Osmar R. Zaiane 42 2 0 17 Jan 2023
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 76 30,021 0 01 Mar 2022
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks Shengyu Zhao Jianwei Cui Yilun Sheng Yue Dong Xiao Liang E. Chang Yan Xu 65 289 0 18 Mar 2021
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up Yi Ding Shiyu Chang Zhangyang Wang ViT 51 389 0 14 Feb 2021
Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs Pengda Qin Xin Eric Wang Wenhu Chen Chunyun Zhang Weiran Xu William Yang Wang GAN 33 82 0 08 Jan 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 240 5,769 0 03 Dec 2019
LOGAN: Latent Optimisation for Generative Adversarial Networks Yongpeng Wu Jeff Donahue David Balduzzi Karen Simonyan Timothy Lillicrap GAN 18 88 0 02 Dec 2019
Seeing What a GAN Cannot Generate David Bau Jun-Yan Zhu Jonas Wulff William S. Peebles Hendrik Strobelt Bolei Zhou Antonio Torralba GAN 59 308 0 24 Oct 2019
PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer Wentao Jiang Si Liu Chen Gao Jie Cao Ran He Jiashi Feng Shuicheng Yan CVBM 38 128 0 16 Sep 2019
Generating High-Resolution Fashion Model Images Wearing Custom Outfits Gökhan Yildirim Nikolay Jetchev Roland Vollgraf Urs M. Bergmann 36 40 0 23 Aug 2019
RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution Wenlong Zhang Yihao Liu Chao Dong Yu Qiao GAN 35 351 0 18 Aug 2019
Co-Evolutionary Compression for Unpaired Image Translation Han Shu Yunhe Wang Xu Jia Kai Han Hanting Chen Chunjing Xu Qi Tian Chang Xu 25 87 0 25 Jul 2019
On the "steerability" of generative adversarial networks Ali Jahanian Lucy Chai Phillip Isola GAN OOD 98 397 0 16 Jul 2019
Adversarial Video Generation on Complex Datasets Aidan Clark Jeff Donahue Karen Simonyan VGen GAN 34 75 0 15 Jul 2019
Environment Reconstruction with Hidden Confounders for Reinforcement Learning based Recommendation Wenjie Shang Yang Yu Qingyang Li Zhiwei Qin Yiping Meng Jieping Ye CML 39 51 0 12 Jul 2019
Large Scale Adversarial Representation Learning Jeff Donahue Karen Simonyan SSL 80 542 0 04 Jul 2019
Generative Adversarial Networks are Special Cases of Artificial Curiosity (1990) and also Closely Related to Predictability Minimization (1991) J. Schmidhuber GAN DRL 63 57 0 11 Jun 2019
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Zhengwei Wang Qi She T. Ward MedIm EGVM 82 90 0 04 Jun 2019
Training language GANs from Scratch Cyprien de Masson dÁutume Mihaela Rosca Jack W. Rae S. Mohamed GAN SyDa 21 87 0 23 May 2019
Synthetic-Neuroscore: Using A Neuro-AI Interface for Evaluating Generative Adversarial Networks Zhengwei Wang Qi She Alan F. Smeaton T. Ward Graham Healy EGVM 23 11 0 10 May 2019
Few-Shot Unsupervised Image-to-Image Translation Ming-Yuan Liu Xun Huang Arun Mallya Tero Karras Timo Aila J. Lehtinen Jan Kautz 29 609 0 05 May 2019
SinGAN: Learning a Generative Model from a Single Natural Image Tamar Rott Shaham Tali Dekel T. Michaeli GAN VLM 62 839 0 02 May 2019
STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing Ming-Yu Liu Yukang Ding Min Xia Xiao-Chang Liu Errui Ding W. Zuo Shilei Wen 45 329 0 22 Apr 2019
Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation Hao Tang Dan Xu N. Sebe Yanzhi Wang Jason J. Corso Yan Yan 59 207 0 15 Apr 2019
Biphasic Learning of GANs for High-Resolution Image-to-Image Translation Jie Cao Huaibo Huang Yi Li Jingtuo Liu Ran He Zhenan Sun GAN 26 4 0 14 Apr 2019
Answer-based Adversarial Training for Generating Clarification Questions Sudha Rao Hal Daumé GAN 36 111 0 04 Apr 2019
Dual Variational Generation for Low-Shot Heterogeneous Face Recognition Chaoyou Fu Xiang Wu Yibo Hu Huaibo Huang Ran He CVBM 55 73 0 25 Mar 2019
Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks A. Duarte Francisco Roldan Miquel Tubau Janna Escur Santiago Pascual Amaia Salvador Eva Mohedano Kevin McGuinness Jordi Torres Xavier Giró-i-Nieto GAN CVBM 39 79 0 25 Mar 2019
Towards Optimal Structured CNN Pruning via Generative Adversarial Learning Shaohui Lin Rongrong Ji Chenqian Yan Baochang Zhang Liujuan Cao QiXiang Ye Feiyue Huang David Doermann CVBM 31 505 0 22 Mar 2019
Semantic Image Synthesis with Spatially-Adaptive Normalization Taesung Park Ming-Yuan Liu Ting-Chun Wang Jun-Yan Zhu 112 2,679 0 18 Mar 2019
Generative Adversarial Networks: recent developments M. Zamorski Adrian Zdobylak Maciej Ziȩba J. Swiatek GAN 22 15 0 16 Mar 2019
MirrorGAN: Learning Text-to-image Generation by Redescription Tingting Qiao Jing Zhang Duanqing Xu Dacheng Tao VLM GAN 37 539 0 14 Mar 2019
Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis Qi Mao Hsin-Ying Lee Hung-Yu Tseng Siwei Ma Ming-Hsuan Yang GAN 46 404 0 13 Mar 2019
High-Fidelity Image Generation With Fewer Labels Mario Lucic Michael Tschannen Marvin Ritter Xiaohua Zhai Olivier Bachem Sylvain Gelly GAN OOD 49 157 0 06 Mar 2019
TraVeLGAN: Image-to-image Translation by Transformation Vector Learning Matthew Amodio Smita Krishnaswamy GAN 91 108 0 25 Feb 2019
MisGAN: Learning from Incomplete Data with Generative Adversarial Networks Steven Cheng-Xian Li Bo Jiang Benjamin M. Marlin GAN SyDa 18 167 0 25 Feb 2019
GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction Baris Gecer Stylianos Ploumpis I. Kotsia Stefanos Zafeiriou 3DH CVBM 24 345 0 15 Feb 2019
End-to-End Single Image Fog Removal using Enhanced Cycle Consistent Adversarial Networks Wei Liu Xianxu Hou Jiang Duan Guoping Qiu 28 87 0 04 Feb 2019
A Layer-Based Sequential Framework for Scene Generation with GANs Mehmet Özgür Türkoglu William Thong Luuk J. Spreeuwers Berkay Kicanaoglu GAN 27 36 0 02 Feb 2019
HyperGAN: A Generative Model for Diverse, Performant Neural Networks Neale Ratzlaff Fuxin Li 37 64 0 30 Jan 2019
TGAN: Deep Tensor Generative Adversarial Nets for Large Image Generation Zihan Ding Xiao-Yang Liu Miao Yin Lingyu Kong GAN 28 27 0 28 Jan 2019
Deconstructing Generative Adversarial Networks Banghua Zhu Jiantao Jiao David Tse 39 49 0 27 Jan 2019
Multi-objective training of Generative Adversarial Networks with multiple discriminators Isabela Albuquerque João Monteiro T. Doan Breandan Considine T. Falk Ioannis Mitliagkas 45 66 0 24 Jan 2019
MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks Dan Li Dacheng Chen Lei Shi Baihong Jin Jonathan Goh See-Kiong Ng 48 766 0 15 Jan 2019
CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation Kancharagunta Kishan Babu S. Dubey GAN 61 58 0 11 Jan 2019
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation Cristina Garbacea Samuel Carton Shiyan Yan Qiaozhu Mei ELM 42 30 0 02 Jan 2019
Generative Adversarial User Model for Reinforcement Learning Based Recommendation System Xinshi Chen Shuang Li Hui Li Shaohua Jiang Yuan Qi Le Song 24 208 0 27 Dec 2018
Improving MMD-GAN Training with Repulsive Loss Function Wei Wang Yuan Sun Saman K. Halgamuge GAN 34 79 0 24 Dec 2018