R Devon Hjelm
Mila - Quebec Artificial Intelligence Institute(CA)
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Adversarial Robustness in Machine Learning, Domain Adaptation and Few-Shot Learning, Reinforcement Learning in Robotics, Multimodal Machine Learning Applications
Most-Cited Works
- → Learning deep representations by mutual information estimation and maximization(2018)1,393 cited
- → Learning Representations by Maximizing Mutual Information Across Views(2019)678 cited
- → Deep Graph Infomax(2018)331 cited
- → MINE: Mutual Information Neural Estimation(2018)305 cited
- MINE: Mutual Information Neural Estimation.(2018)
- → Maximum-Likelihood Augmented Discrete Generative Adversarial Networks(2017)175 cited
- Deep Graph Infomax.(2018)
- → Restricted Boltzmann machines for neuroimaging: An application in identifying intrinsic networks(2014)156 cited