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R. Devon Hjelm

35 papers hereh-index 2813.4k citations59 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author6
  • middle author22
  • last author7

Across the 35 of 35 papers where every author was matched, so the position is known.

fields
  • cs.LG18
  • cs.CV7
  • stat.ML7
  • cs.AI1
  • cs.CL1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedLearning deep representations by mutual information estimation and maximization

1.7k citations · 3.4k across the 31 of their papers we have counts for

collaborators
Showing 2022 · cs.CVShow all

2 papers · 2 filters

cs.CV2022

PatchBlender: A Motion Prior for Video Transformers

Gabriele Prato, Yale Song, Janarthanan Rajendran +3

Transformers have become one of the dominant architectures in the field of computer vision. However, there are yet several challenges when applying such architectures to video data…

cs.CV2022★ 2 cited

Robust Contrastive Learning against Noisy Views

Ching-Yao Chuang, R Devon Hjelm, Xin Wang +5

Contrastive learning relies on an assumption that positive pairs contain related views, e.g., patches of an image or co-occurring multimodal signals of a video, that share certain…

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