Author pages are created from data sourced from our academic publisher partnerships and public sources.
- Publications
- Influence
Share This Author
Deep Graph Infomax
- Petar Velickovic, W. Fedus, William L. Hamilton, P. Lio’, Yoshua Bengio, R. Devon Hjelm
- Computer ScienceICLR
- 27 September 2018
TLDR
Learning deep representations by mutual information estimation and maximization
- R. Devon Hjelm, A. Fedorov, Samuel Lavoie-Marchildon, Karan Grewal, Adam Trischler, Yoshua Bengio
- Computer ScienceICLR
- 20 August 2018
TLDR
Mutual Information Neural Estimation
- Mohamed Ishmael Belghazi, A. Baratin, Aaron C. Courville
- Computer ScienceICML
- 12 January 2018
TLDR
MINE: Mutual Information Neural Estimation
- Ishmael Belghazi, Sai Rajeswar, A. Baratin, R. Devon Hjelm, Aaron C. Courville
- Computer ScienceArXiv
- 15 February 2018
This paper presents a Mutual Information Neural Estimator (MINE) that is linearly scalable in dimensionality as well as in sample size. MINE is back-propable and we prove that it is strongly…
Learning Representations by Maximizing Mutual Information Across Views
- Philip Bachman, R. Devon Hjelm, William Buchwalter
- Computer ScienceNeurIPS
- 3 June 2019
TLDR
Maximum-Likelihood Augmented Discrete Generative Adversarial Networks
- Tong Che, Yanran Li, Yoshua Bengio
- Computer ScienceArXiv
- 26 February 2017
TLDR
Boundary-Seeking Generative Adversarial Networks
- R. Devon Hjelm, Athul Paul Jacob, Tong Che, Kyunghyun Cho, Yoshua Bengio
- Computer ScienceICLR
- 27 February 2017
TLDR
Unsupervised State Representation Learning in Atari
- Ankesh Anand, Evan Racah, Sherjil Ozair, Yoshua Bengio, Marc-Alexandre Côté, R. Devon Hjelm
- Computer ScienceNeurIPS
- 19 June 2019
TLDR
Deep learning for neuroimaging: a validation study
- S. Plis, R. Devon Hjelm, R. Salakhutdinov, V. Calhoun
- Computer ScienceFront. Neurosci.
- 20 December 2013
TLDR
Data-Efficient Reinforcement Learning with Self-Predictive Representations
- Max Schwarzer, Ankesh Anand, Rishab Goel, R. Devon Hjelm, Aaron C. Courville, Philip Bachman
- Computer ScienceICLR
- 12 July 2020
TLDR
...
...