output
20152026
most citedImproved Training of Wasserstein GANs

1.5k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2016 · cs.LGShow all

2 papers · 2 filters

cs.LG2016★ 734 cited

Density estimation using Real NVP

Laurent Dinh, Jascha Sohl-Dickstein, Samy Bengio

Unsupervised learning of probabilistic models is a central yet challenging problem in machine learning. Specifically, designing models with tractable learning, sampling, inference…

cs.LG2016★ 15 cited

Equilibrium Propagation: Bridging the Gap Between Energy-Based Models and Backpropagation

Benjamin Scellier, Yoshua Bengio

We introduce Equilibrium Propagation, a learning framework for energy-based models. It involves only one kind of neural computation, performed in both the first phase (when the pre…