On Convergence and Stability of GANs

On Convergence and Stability of GANs

19 May 2017

Jacob D. Abernethy

Papers citing "On Convergence and Stability of GANs"

17 / 17 papers shown

Title
DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data Tiantian Fang Ruoyu Sun A. Schwing GAN 22 16 0 27 Nov 2022
How to train your draGAN: A task oriented solution to imbalanced classification Leon O. Guertler Andri Ashfahani A. Luu DiffM SyDa 27 1 0 18 Nov 2022
DEQGAN: Learning the Loss Function for PINNs with Generative Adversarial Networks Blake Bullwinkel Dylan Randle P. Protopapas David Sondak 24 3 0 15 Sep 2022
Revisiting Discriminator in GAN Compression: A Generator-discriminator Cooperative Compression Scheme Shaojie Li Jie Wu Xuefeng Xiao Fei Chao Xudong Mao Rongrong Ji 23 35 0 27 Oct 2021
Towards Generalized Implementation of Wasserstein Distance in GANs Minkai Xu Zhiming Zhou Guansong Lu Jian Tang Weinan Zhang Yong Yu 16 1 0 07 Dec 2020
Teaching a GAN What Not to Learn Siddarth Asokan C. Seelamantula GAN 6 19 0 29 Oct 2020
A Survey on Generative Adversarial Networks: Variants, Applications, and Training Abdul Jabbar Xi Li Bourahla Omar 25 266 0 09 Jun 2020
Exposing GAN-synthesized Faces Using Landmark Locations Xin Yang Yuezun Li H. Qi Siwei Lyu GAN CVBM 12 107 0 30 Mar 2019
Conditional Infilling GANs for Data Augmentation in Mammogram Classification E. Wu K. Wu David D. Cox William Lotter MedIm 22 134 0 21 Jul 2018
MedGAN: Medical Image Translation using GANs Karim Armanious Chenming Yang Marc Fischer Thomas Kustner K. Nikolaou S. Gatidis Bin Yang GAN MedIm 14 537 0 17 Jun 2018
First Order Generative Adversarial Networks Calvin Seward Thomas Unterthiner Urs M. Bergmann Nikolay Jetchev Sepp Hochreiter GAN 35 8 0 13 Feb 2018
Which Training Methods for GANs do actually Converge? L. Mescheder Andreas Geiger Sebastian Nowozin 30 1,452 0 13 Jan 2018
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis W. Chen James Hays GAN 12 305 0 09 Jan 2018
SGAN: An Alternative Training of Generative Adversarial Networks Tatjana Chavdarova F. Fleuret GAN 30 57 0 06 Dec 2017
Compatibility Family Learning for Item Recommendation and Generation Yong-Siang Shih Kai-Yueh Chang Hsuan-Tien Lin Min Sun 24 55 0 02 Dec 2017
Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image Translation Chao Wang Haiyong Zheng Zhibin Yu Ziqiang Zheng Zhaorui Gu Bing Zheng SSeg GAN 24 56 0 27 Nov 2017
Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step W. Fedus Mihaela Rosca Balaji Lakshminarayanan Andrew M. Dai S. Mohamed Ian Goodfellow GAN 18 208 0 23 Oct 2017