Spectral Normalization for Generative Adversarial Networks

16 February 2018

Papers citing "Spectral Normalization for Generative Adversarial Networks"

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Title
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 353 3,754 0 01 Sep 2018
Whispered-to-voiced Alaryngeal Speech Conversion with Generative Adversarial Networks Santiago Pascual Antonio Bonafonte Joan Serrà José A. González 42 18 0 31 Aug 2018
Lipschitz regularized Deep Neural Networks generalize and are adversarially robust Chris Finlay Jeff Calder Bilal Abbasi Adam M. Oberman 106 55 0 28 Aug 2018
Twin-GAN -- Unpaired Cross-Domain Image Translation with Weight-Sharing GANs Jerry Li GAN CVBM 73 20 0 26 Aug 2018
Rethinking Monocular Depth Estimation with Adversarial Training Richard J. Chen Faisal Mahmood Alan Yuille Nicholas J. Durr GAN MDE 137 44 0 22 Aug 2018
Escaping from Collapsing Modes in a Constrained Space Chia-Che Chang Chieh Hubert Lin Che-Rung Lee Da-Cheng Juan Wei Wei Hwann-Tzong Chen GAN 56 19 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 155 993 0 20 Aug 2018
A Review of Learning with Deep Generative Models from Perspective of Graphical Modeling Zhijian Ou 112 16 0 05 Aug 2018
On-line Adaptative Curriculum Learning for GANs T. Doan João Monteiro Isabela Albuquerque Bogdan Mazoure A. Durand Joelle Pineau R. Devon Hjelm 136 42 0 31 Jul 2018
To learn image super-resolution, use a GAN to learn how to do image degradation first Adrian Bulat J. Yang Georgios Tzimiropoulos SupR 78 354 0 30 Jul 2018
How good is my GAN? K. Shmelkov Cordelia Schmid Alahari Karteek GAN EGVM 57 350 0 25 Jul 2018
Negative Momentum for Improved Game Dynamics Gauthier Gidel Reyhane Askari Hemmat Mohammad Pezeshki Rémi Le Priol Gabriel Huang Simon Lacoste-Julien Ioannis Mitliagkas AI4CE 99 181 0 12 Jul 2018
A Large-Scale Study on Regularization and Normalization in GANs Karol Kurach Mario Lucic Xiaohua Zhai Marcin Michalski Sylvain Gelly AI4CE 97 156 0 12 Jul 2018
Pioneer Networks: Progressively Growing Generative Autoencoder Ari Heljakka Arno Solin Arno Solin GAN DRL 82 41 0 09 Jul 2018
Understanding the Effectiveness of Lipschitz-Continuity in Generative Adversarial Nets Zhiming Zhou Yuxuan Song Lantao Yu Hongwei Wang Jiadong Liang Weinan Zhang Zhihua Zhang Yong Yu GAN 114 9 0 02 Jul 2018
The relativistic discriminator: a key element missing from standard GAN Alexia Jolicoeur-Martineau GAN 89 978 0 02 Jul 2018
Deep Semi Supervised Generative Learning for Automated PD-L1 Tumor Cell Scoring on NSCLC Tissue Needle Biopsies A. Kapil A. Meier A. Zuraw K. Steele Marlon Rebelatto Gunter Schmidt N. Brieu 57 93 0 28 Jun 2018
Learning Implicit Generative Models with the Method of Learned Moments Suman V. Ravuri S. Mohamed Mihaela Rosca Oriol Vinyals GAN 89 28 0 28 Jun 2018
On the Spectral Bias of Neural Networks Nasim Rahaman A. Baratin Devansh Arpit Felix Dräxler Min Lin Fred Hamprecht Yoshua Bengio Aaron Courville 172 1,463 0 22 Jun 2018
Mixed batches and symmetric discriminators for GAN training Thomas Lucas Corentin Tallec Jakob Verbeek Yann Ollivier 58 37 0 19 Jun 2018
Banach Wasserstein GAN J. Adler Sebastian Lunz GAN 66 222 0 18 Jun 2018
MedGAN: Medical Image Translation using GANs Karim Armanious Chenming Yang Marc Fischer Thomas Kustner K. Nikolaou S. Gatidis Bin Yang GAN MedIm 88 554 0 17 Jun 2018
Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention Chao Yang Taehwan Kim Ruizhe Wang Hao Peng C.-C. Jay Kuo 102 51 0 16 Jun 2018
Manifold Mixup: Better Representations by Interpolating Hidden States Vikas Verma Alex Lamb Christopher Beckham Amir Najafi Ioannis Mitliagkas Aaron Courville David Lopez-Paz Yoshua Bengio AAML DRL 111 35 0 13 Jun 2018
The Unusual Effectiveness of Averaging in GAN Training Yasin Yazici Chuan-Sheng Foo Stefan Winkler Kim-Hui Yap Georgios Piliouras V. Chandrasekhar 138 175 0 12 Jun 2018
Free-Form Image Inpainting with Gated Convolution Jiahui Yu Zhe Lin Jimei Yang Xiaohui Shen Xin Lu Thomas Huang DRL 118 1,727 0 10 Jun 2018
CapsGAN: Using Dynamic Routing for Generative Adversarial Networks Raeid Saqur Sal Vivona GAN 58 24 0 07 Jun 2018
Training Generative Reversible Networks R. Schirrmeister Patryk Chrabkaszcz Frank Hutter T. Ball BDL GAN 63 8 0 05 Jun 2018
NAM: Non-Adversarial Unsupervised Domain Mapping Yedid Hoshen Lior Wolf GAN 68 24 0 03 Jun 2018
Whitening and Coloring batch transform for GANs Aliaksandr Siarohin E. Sangineto N. Sebe 100 50 0 01 Jun 2018
Generative Modeling by Inclusive Neural Random Fields with Applications in Image Generation and Anomaly Detection Yunfu Song Zhijian Ou DiffM 107 30 0 01 Jun 2018
On gradient regularizers for MMD GANs Michael Arbel Danica J. Sutherland Mikolaj Binkowski Arthur Gretton 97 95 0 29 May 2018
Lipschitz regularity of deep neural networks: analysis and efficient estimation Kevin Scaman Aladin Virmaux 191 533 0 28 May 2018
The Singular Values of Convolutional Layers Hanie Sedghi Vineet Gupta Philip M. Long FAtt 93 203 0 26 May 2018
Fairness GAN P. Sattigeri Samuel C. Hoffman Vijil Chenthamarakshan Kush R. Varshney 131 93 0 24 May 2018
Learning towards Minimum Hyperspherical Energy Weiyang Liu Rongmei Lin Ziqiang Liu Lixin Liu Zhiding Yu Bo Dai Le Song 137 151 0 23 May 2018
Amortized Inference Regularization Rui Shu Hung Bui Shengjia Zhao Mykel J. Kochenderfer Stefano Ermon DRL 57 82 0 23 May 2018
Self-Attention Generative Adversarial Networks Han Zhang Ian Goodfellow Dimitris N. Metaxas Augustus Odena GAN 162 3,741 0 21 May 2018
Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation Jichao Zhang Yezhi Shu Songhua Xu Gongze Cao Fan Zhong Meng Liu Xueying Qin CVBM 159 35 0 19 May 2018
NAIS-Net: Stable Deep Networks from Non-Autonomous Differential Equations Marco Ciccone Marco Gallieri Jonathan Masci Christian Osendorfer Faustino J. Gomez 117 57 0 19 Apr 2018
Robustness via Deep Low-Rank Representations Amartya Sanyal Varun Kanade Philip Torr P. Dokania OOD 137 17 0 19 Apr 2018
MGGAN: Solving Mode Collapse using Manifold Guided Training Duhyeon Bang Hyunjung Shim GAN 73 78 0 12 Apr 2018
Regularisation of Neural Networks by Enforcing Lipschitz Continuity Henry Gouk E. Frank Bernhard Pfahringer M. Cree 208 485 0 12 Apr 2018
Stochastic Adversarial Video Prediction Alex X. Lee Richard Y. Zhang F. Ebert Pieter Abbeel Chelsea Finn Sergey Levine DRL VGen GAN 89 453 0 04 Apr 2018
Comparing Generative Adversarial Network Techniques for Image Creation and Modification Mathijs Pieters M. Wiering GAN 46 11 0 24 Mar 2018
Dist-GAN: An Improved GAN using Distance Constraints Ngoc-Trung Tran Tuan-Anh Bui Ngai-Man Cheung DRL GAN 141 91 0 23 Mar 2018
Norm matters: efficient and accurate normalization schemes in deep networks Elad Hoffer Ron Banner Itay Golan Daniel Soudry OffRL 90 179 0 05 Mar 2018
Evolutionary Generative Adversarial Networks Chaoyue Wang Chang Xu Xin Yao Dacheng Tao GAN 166 284 0 01 Mar 2018
A Variational Inequality Perspective on Generative Adversarial Networks Gauthier Gidel Hugo Berard Gaëtan Vignoud Pascal Vincent Simon Lacoste-Julien GAN 162 354 0 28 Feb 2018
Is Generator Conditioning Causally Related to GAN Performance? Augustus Odena Jacob Buckman Catherine Olsson Tom B. Brown C. Olah Colin Raffel Ian Goodfellow AI4CE 84 113 0 23 Feb 2018