Publications

Generative Modeling

Parametric Adversarial Divergences are Good Task Losses for Generative Modeling
Gabriel Huang, Hugo Berard, Ahmed Touati, Gauthier Gidel, Pascal Vincent, Simon Lacoste-Julien.
Accepted as ICML’17 Workshop on Principled Approaches to Deep Learning.
Accepted as ICLR’18 Workshop.
Accepted at Montreal AI Symposium 2018. (MAIS18)
[arxiv] [poster] [openreview]

Scattering Networks for Hybrid Representation Learning
Edouard Oyallon, Sergey Zagoruyko, Gabriel Huang, Nikos Komodakis, Simon Lacoste-Julien, Matthew Blaschko, Eugene Belilovsky.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
[paper]

Optimization

Negative Momentum for Improved Game Dynamics
Gauthier Gidel, Reyhane Askari Hemmat, Mohammad Pezeshki, Gabriel Huang, Rémi Lepriol, Simon Lacoste-Julien, Ioannis Mitliagkas.
[arxiv]