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
Fully Convolutional Adaptation Networks for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSeg OOD 198 351 0 23 Apr 2018
Deep Semantic Hashing with Generative Adversarial Networks Zhaofan Qiu Yingwei Pan Ting Yao Tao Mei GAN 87 82 0 23 Apr 2018
Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching Xiao Yang Madian Khabsa Miaosen Wang Wei Wang Madian Khabsa Ahmed Hassan Awadallah Daniel Kifer C. Lee Giles 32 23 0 22 Apr 2018
Neural Kinematic Networks for Unsupervised Motion Retargetting Ruben Villegas Jimei Yang Duygu Ceylan Honglak Lee GAN 46 214 0 16 Apr 2018
Multimodal Unsupervised Image-to-Image Translation Xun Huang Ming-Yuan Liu Serge J. Belongie Jan Kautz 101 2,479 0 12 Apr 2018
VITAL: VIsual Tracking via Adversarial Learning Yibing Song Chao Ma Xiaohe Wu Lijun Gong Linchao Bao W. Zuo Chunhua Shen Rynson W. H. Lau Ming-Hsuan Yang GAN AAML 85 503 0 12 Apr 2018
Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing Jian-jun Zhao Jianshu Li Yu Cheng Li Zhou Terence Sim Shuicheng Yan Jiashi Feng 89 174 0 10 Apr 2018
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform Xintao Wang K. Yu Chao Dong Chen Change Loy SupR 58 974 0 09 Apr 2018
Feedback GAN (FBGAN) for DNA: a Novel Feedback-Loop Architecture for Optimizing Protein Functions Anvita Gupta James Zou AI4CE 28 55 0 05 Apr 2018
Synthesizing Programs for Images using Reinforced Adversarial Learning Yaroslav Ganin Tejas D. Kulkarni Igor Babuschkin A. Eslami Oriol Vinyals GAN 38 229 0 03 Apr 2018
High-quality nonparallel voice conversion based on cycle-consistent adversarial network Fuming Fang Junichi Yamagishi Isao Echizen Jaime Lorenzo-Trueba GAN 37 136 0 02 Apr 2018
Learning Beyond Human Expertise with Generative Models for Dental Restorations Jyh-Jing Hwang S. Azernikov Alexei A. Efros Stella X. Yu MedIm 26 33 0 30 Mar 2018
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks Agrim Gupta Justin Johnson Li Fei-Fei Silvio Savarese Alexandre Alahi GAN 143 1,895 0 29 Mar 2018
Attention-GAN for Object Transfiguration in Wild Images Xinyuan Chen Chang Xu Xiaokang Yang Dacheng Tao 50 176 0 19 Mar 2018
GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification Maayan Frid-Adar I. Diamant Eyal Klang Michal Amitai Jacob Goldberger H. Greenspan GAN MedIm 55 1,554 0 03 Mar 2018
Quantitatively Evaluating GANs With Divergences Proposed for Training Daniel Jiwoong Im He Ma Graham W. Taylor K. Branson EGVM 42 69 0 02 Mar 2018
Evolutionary Generative Adversarial Networks Chaoyue Wang Chang Xu Xin Yao Dacheng Tao GAN 126 283 0 01 Mar 2018
A Variational Inequality Perspective on Generative Adversarial Networks Gauthier Gidel Hugo Berard Gaëtan Vignoud Pascal Vincent Simon Lacoste-Julien GAN 104 352 0 28 Feb 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 98 1,535 0 28 Feb 2018
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data Amjad Almahairi Sai Rajeswar Alessandro Sordoni Philip Bachman Aaron Courville GAN 36 420 0 27 Feb 2018
Adversarial Examples that Fool both Computer Vision and Time-Limited Humans Gamaleldin F. Elsayed Shreya Shankar Brian Cheung Nicolas Papernot Alexey Kurakin Ian Goodfellow Jascha Narain Sohl-Dickstein AAML 61 261 0 22 Feb 2018
On the Convergence and Robustness of Training GANs with Regularized Optimal Transport Maziar Sanjabi Jimmy Ba Meisam Razaviyayn Jason D. Lee GAN 46 137 0 22 Feb 2018
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 304 678 0 17 Feb 2018
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 124 4,421 0 16 Feb 2018
cGANs with Projection Discriminator Takeru Miyato Masanori Koyama GAN 42 768 0 15 Feb 2018
Adversarial Audio Synthesis Chris Donahue Julian McAuley M. Puckette GAN 114 609 0 12 Feb 2018
Pros and Cons of GAN Evaluation Measures Ali Borji ELM EGVM 50 874 0 09 Feb 2018
SCH-GAN: Semi-supervised Cross-modal Hashing by Generative Adversarial Network Jian Zhang Yuxin Peng Mingkuan Yuan GAN 47 117 0 07 Feb 2018
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples Anish Athalye Nicholas Carlini D. Wagner AAML 153 3,171 0 01 Feb 2018
Generating Handwritten Chinese Characters using CycleGAN B. Chang Qiong Zhang Shenyi Pan Lili Meng GAN 42 130 0 25 Jan 2018
Generative Image Inpainting with Contextual Attention Jiahui Yu Zhe Lin Jimei Yang Xiaohui Shen Xin Lu Thomas S. Huang GAN DiffM 60 2,255 0 24 Jan 2018
MaskGAN: Better Text Generation via Filling in the______ W. Fedus Ian Goodfellow Andrew M. Dai 52 469 0 23 Jan 2018
Mitigating Unwanted Biases with Adversarial Learning B. Zhang Blake Lemoine Margaret Mitchell FaML 89 1,373 0 22 Jan 2018
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis Seunghoon Hong Dingdong Yang Jongwook Choi Honglak Lee EGVM 78 336 0 16 Jan 2018
Unsupervised Cipher Cracking Using Discrete GANs Aidan Gomez Sicong Huang Ivan Zhang Bryan M. Li Muhammad Osama Lukasz Kaiser GAN 32 59 0 15 Jan 2018
Which Training Methods for GANs do actually Converge? L. Mescheder Andreas Geiger Sebastian Nowozin 53 1,457 0 13 Jan 2018
Comparative Study on Generative Adversarial Networks Saifuddin Hitawala GAN 50 56 0 12 Jan 2018
Demystifying MMD GANs Mikolaj Binkowski Danica J. Sutherland Michael Arbel Arthur Gretton EGVM 69 1,470 0 04 Jan 2018
Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey Naveed Akhtar Ajmal Mian AAML 56 1,862 0 02 Jan 2018
Deformable GANs for Pose-based Human Image Generation Aliaksandr Siarohin E. Sangineto Stéphane Lathuilière N. Sebe 3DH GAN 55 451 0 29 Dec 2017
ComboGAN: Unrestrained Scalability for Image Domain Translation Asha Anoosheh E. Agustsson Radu Timofte Luc Van Gool 27 203 0 19 Dec 2017
On the Effectiveness of Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 45 160 0 18 Dec 2017
Generating and designing DNA with deep generative models N. Killoran Leo J. Lee Andrew Delong David Duvenaud B. Frey AI4CE 34 146 0 17 Dec 2017
PacGAN: The power of two samples in generative adversarial networks Zinan Lin A. Khetan Giulia Fanti Sewoong Oh GAN 46 332 0 12 Dec 2017
Eye In-Painting with Exemplar Generative Adversarial Networks Brian Dolhansky Cristian Canton Ferrer GAN 54 109 0 11 Dec 2017
CycleGAN, a Master of Steganography Casey Chu A. Zhmoginov Mark Sandler GAN 39 212 0 08 Dec 2017
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Kuniaki Saito Kohei Watanabe Yoshitaka Ushiku Tatsuya Harada 62 1,781 0 07 Dec 2017
A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts Yizhe Zhu Mohamed Elhoseiny Bingchen Liu Xi Peng Ahmed Elgammal VLM GAN 68 384 0 04 Dec 2017
Wasserstein Divergence for GANs Jiqing Wu Zhiwu Huang Janine Thoma Dinesh Acharya Luc Van Gool 52 138 0 04 Dec 2017
Unsupervised Generative Adversarial Cross-modal Hashing Jian Zhang Yuxin Peng Mingkuan Yuan GAN 47 196 0 01 Dec 2017