Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields

Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields

29 August 2017

Thomas Unterthiner

Bernhard Nessler

Hubert Ramsauer

Sepp Hochreiter

Papers citing "Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields"

13 / 13 papers shown

Title
Local Convergence of Gradient Descent-Ascent for Training Generative Adversarial Networks Evan Becker Parthe Pandit S. Rangan A. Fletcher GAN 26 1 0 14 May 2023
Spider GAN: Leveraging Friendly Neighbors to Accelerate GAN Training Siddarth Asokan C. Seelamantula GAN 69 1 0 12 May 2023
Hybrid Quantum Generative Adversarial Networks for Molecular Simulation and Drug Discovery Prateek Jain Srinjoy Ganguly GAN AI4CE 28 7 0 15 Dec 2022
Generative Adversarial Networks and Adversarial Autoencoders: Tutorial and Survey Benyamin Ghojogh A. Ghodsi Fakhri Karray Mark Crowley GAN 34 12 0 26 Nov 2021
Smoothness and Stability in GANs Casey Chu Kentaro Minami Kenji Fukumizu GAN 24 56 0 11 Feb 2020
Stabilizing Generative Adversarial Networks: A Survey Maciej Wiatrak Stefano V. Albrecht A. Nystrom GAN 29 83 0 30 Sep 2019
AGAN: Towards Automated Design of Generative Adversarial Networks Hanchao Wang Jun Huan GAN AI4CE 6 37 0 25 Jun 2019
Improving MMD-GAN Training with Repulsive Loss Function Wei Wang Yuan Sun Saman K. Halgamuge GAN 17 79 0 24 Dec 2018
Towards Accurate Generative Models of Video: A New Metric & Challenges Thomas Unterthiner Sjoerd van Steenkiste Karol Kurach Raphaël Marinier Marcin Michalski Sylvain Gelly EGVM VGen 27 682 0 03 Dec 2018
A Large-Scale Study on Regularization and Normalization in GANs Karol Kurach Mario Lucic Xiaohua Zhai Marcin Michalski Sylvain Gelly AI4CE 27 154 0 12 Jul 2018
Beyond Local Nash Equilibria for Adversarial Networks F. Oliehoek Rahul Savani Jose Gallego-Posada Elise van der Pol R. Groß GAN 23 43 0 18 Jun 2018
First Order Generative Adversarial Networks Calvin Seward Thomas Unterthiner Urs M. Bergmann Nikolay Jetchev Sepp Hochreiter GAN 40 8 0 13 Feb 2018
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 181 1,185 0 30 Nov 2014