The relativistic discriminator: a key element missing from standard GAN

2 July 2018

Papers citing "The relativistic discriminator: a key element missing from standard GAN"

24 / 24 papers shown

Title
Fast Text-to-Audio Generation with Adversarial Post-Training Zachary Novack Zach Evans Zack Zukowski Josiah Taylor CJ Carr ... Adnan Al-Sinan Gian Marco Iodice Julian McAuley Taylor Berg-Kirkpatrick Jordi Pons 55 0 0 13 May 2025
MFSR-GAN: Multi-Frame Super-Resolution with Handheld Motion Modeling Fadeel Sher Khan Joshua Ebenezer Hamid Sheikh Seok-Jun Lee 100 0 0 28 Feb 2025
Face Mask Removal with Region-attentive Face Inpainting Minmin Yang CVBM 82 0 0 10 Sep 2024
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up Yi Ding Shiyu Chang Zhangyang Wang ViT 69 389 0 14 Feb 2021
Look here! A parametric learning based approach to redirect visual attention Youssef A. Mejjati Celso F. Gomez K. Kim Eli Shechtman Zoya Bylinskii DiffM 3DH 33 15 0 12 Aug 2020
GANs beyond divergence minimization Alexia Jolicoeur-Martineau GAN 31 11 0 06 Sep 2018
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 137 4,421 0 16 Feb 2018
Pros and Cons of GAN Evaluation Measures Ali Borji ELM EGVM 57 874 0 09 Feb 2018
PacGAN: The power of two samples in generative adversarial networks Zinan Lin A. Khetan Giulia Fanti Sewoong Oh GAN 52 333 0 12 Dec 2017
Are GANs Created Equal? A Large-Scale Study Mario Lucic Karol Kurach Marcin Michalski Sylvain Gelly Olivier Bousquet EGVM 46 1,008 0 28 Nov 2017
How Generative Adversarial Networks and Their Variants Work: An Overview Yongjun Hong Uiwon Hwang Jaeyoon Yoo Sungroh Yoon GAN 60 155 0 16 Nov 2017
Sobolev GAN Youssef Mroueh Chun-Liang Li Tom Sercu Anant Raj Yu Cheng 29 117 0 14 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 49 210 0 23 Oct 2017
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium M. Heusel Hubert Ramsauer Thomas Unterthiner Bernhard Nessler Sepp Hochreiter 67 464 0 26 Jun 2017
Fisher GAN Youssef Mroueh Tom Sercu GAN AI4CE 41 132 0 26 May 2017
On Convergence and Stability of GANs Naveen Kodali Jacob D. Abernethy James Hays Z. Kira GAN 46 87 0 19 May 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 137 9,509 0 31 Mar 2017
Towards Principled Methods for Training Generative Adversarial Networks Martín Arjovsky M. Nault GAN 74 2,102 0 17 Jan 2017
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 255 4,554 0 13 Nov 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 371 8,999 0 10 Jun 2016
f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization Sebastian Nowozin Botond Cseke Ryota Tomioka GAN 93 1,648 0 02 Jun 2016
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 232 13,968 0 19 Nov 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 328 43,154 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 844 149,474 0 22 Dec 2014