Hugo Berard

A Variational Inequality Perspective on Generative Adversarial Networks

Gauthier Gidel, Hugo Berard, Gaëtan Vignoud et al. · arXiv (Cornell University) · 2018 · 117 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +12

A Variational Inequality Perspective on Generative Adversarial Networks

Gauthier Gidel, Hugo Berard, Gaëtan Vignoud et al. · arXiv (Cornell University) · 2018 · 67 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +12

A Closer Look at the Optimization Landscapes of Generative Adversarial Networks

Hugo Berard, Gauthier Gidel, Amjad Almahairi et al. · arXiv (Cornell University) · 2019 · 17 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +13

A Closer Look at the Optimization Landscapes of Generative Adversarial Networks

Hugo Berard, Gauthier Gidel, Amjad Almahairi et al. · International Conference on Learning Representations · 2020 · 17 citations

Artificial Intelligence, Engineering, Machine Learning +13

Stochastic Hamiltonian Gradient Methods for Smooth Games

Nicolas Loizou, Hugo Berard, Alexia Jolicoeur‐Martineau et al. · arXiv (Cornell University) · 2020 · 15 citations · Full text