Finding Mixed Nash Equilibria of Generative Adversarial Networks

Finding Mixed Nash Equilibria of Generative Adversarial Networks

23 October 2018

S. Chakrabartty

Papers citing "Finding Mixed Nash Equilibria of Generative Adversarial Networks"

19 / 19 papers shown

Title
Convergence of Time-Averaged Mean Field Gradient Descent Dynamics for Continuous Multi-Player Zero-Sum Games Yulong Lu Pierre Monmarché MLT 29 0 0 12 May 2025
Expected Variational Inequalities B. Zhang Ioannis Anagnostides Emanuel Tewolde Ratip Emin Berker Gabriele Farina Vincent Conitzer T. Sandholm 156 0 0 25 Feb 2025
Nested Annealed Training Scheme for Generative Adversarial Networks Chang Wan Ming-Hsuan Yang Minglu Li Yunliang Jiang Zhonglong Zheng GAN 38 0 0 20 Jan 2025
Wasserstein Gradient Flow over Variational Parameter Space for Variational Inference Dai Hai Nguyen Tetsuya Sakurai Hiroshi Mamitsuka 40 0 0 25 Oct 2023
Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization Ramnath Kumar Kushal Majmundar Dheeraj M. Nagaraj A. Suggala ODL 24 6 0 15 Jun 2023
Provably convergent quasistatic dynamics for mean-field two-player zero-sum games Chao Ma Lexing Ying MLT 27 11 0 15 Feb 2022
Simultaneous Transport Evolution for Minimax Equilibria on Measures Carles Domingo-Enrich Joan Bruna 16 3 0 14 Feb 2022
Improving GAN Equilibrium by Raising Spatial Awareness Jianyuan Wang Ceyuan Yang Yinghao Xu Yujun Shen Hongdong Li Bolei Zhou GAN 20 30 0 01 Dec 2021
Adaptive Importance Sampling meets Mirror Descent: a Bias-variance tradeoff Anna Korba Franccois Portier 16 12 0 29 Oct 2021
Semi-supervised Conditional GAN for Simultaneous Generation and Detection of Phishing URLs: A Game theoretic Perspective Sharif Amit Kamran S. Sengupta Alireza Tavakkoli GAN AAML 17 6 0 04 Aug 2021
DO-GAN: A Double Oracle Framework for Generative Adversarial Networks Aye Phyu Phyu Aung Xinrun Wang Runsheng Yu Bo An Senthilnath Jayavelu Xiaoli Li 29 8 0 17 Feb 2021
The limits of min-max optimization algorithms: convergence to spurious non-critical sets Ya-Ping Hsieh P. Mertikopoulos V. Cevher 27 81 0 16 Jun 2020
Infinite-dimensional gradient-based descent for alpha-divergence minimisation Kamélia Daudel Randal Douc Franccois Portier 6 17 0 20 May 2020
GANs May Have No Nash Equilibria Farzan Farnia Asuman Ozdaglar GAN 20 43 0 21 Feb 2020
Robust Reinforcement Learning via Adversarial training with Langevin Dynamics Parameswaran Kamalaruban Yu-ting Huang Ya-Ping Hsieh Paul Rolland C. Shi V. Cevher 23 59 0 14 Feb 2020
Invariant Risk Minimization Games Kartik Ahuja Karthikeyan Shanmugam Kush R. Varshney Amit Dhurandhar OOD 14 242 0 11 Feb 2020
Stabilizing Generative Adversarial Networks: A Survey Maciej Wiatrak Stefano V. Albrecht A. Nystrom GAN 25 83 0 30 Sep 2019
Fast and Provable ADMM for Learning with Generative Priors Fabian Latorre Gómez Armin Eftekhari V. Cevher GAN 25 43 0 07 Jul 2019
Beyond Local Nash Equilibria for Adversarial Networks F. Oliehoek Rahul Savani Jose Gallego-Posada Elise van der Pol R. Groß GAN 10 43 0 18 Jun 2018