Concepedia

R Devon Hjelm

RD

26

Publications

4.8K

Citations

18

H-Index

2014

Active since

Affiliations

Université de Montréal(Current)

Microsoft (United States)

University of New Mexico

Microsoft Research (United Kingdom)

McGill University

R Devon Hjelm is an author at Université de Montréal specializing in deep learning, data science, and engineering.

Top concepts

EngineeringDeep LearningData ScienceComputer ScienceMachine LearningArtificial IntelligenceRobot LearningSemi-supervised LearningComputer VisionGenerative Models

Publications per year

2014–2023

26

Publications

26

Learning deep representations by mutual information estimation and maximization

R Devon Hjelm, Alex Fedorov, Samuel Lavoie-Marchildon et al. · arXiv (Cornell University) · 2018 · 1.4K citations · Full text

Artificial Intelligence, Structured Prediction, Geometric Learning +16

Learning Representations by Maximizing Mutual Information Across Views

Philip Bachman, R Devon Hjelm, William Buchwalter · arXiv (Cornell University) · 2019 · 678 citations · Full text

Artificial Intelligence, Scene Analysis, Engineering +19

Learning deep representations by mutual information estimation and maximization

R Devon Hjelm, Alex Fedorov, Samuel Lavoie-Marchildon et al. · arXiv (Cornell University) · 2018 · 511 citations · Full text

Artificial Intelligence, Structured Prediction, Geometric Learning +16

Learning Representations by Maximizing Mutual Information Across Views

Philip Bachman, R Devon Hjelm, William Buchwalter · Neural Information Processing Systems · 2019 · 423 citations

Artificial Intelligence, Scene Analysis, Engineering +19

Deep Graph Infomax

Petar Veličković, William Fedus, William L. Hamilton et al. · Apollo (University of Cambridge) · 2018 · 331 citations · Full text

Deep Graph Infomax, Graph Neural Network, Engineering +12

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