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researcher

R. Dorent

17 papers hereh-index 171.2k citations58 works total

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

author position
  • first author5
  • middle author9
  • last author2

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • cs.CV10
  • eess.IV6
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedA 3D Cross-modal Keypoint Descriptor for MR-US Matching and Registration

1 citations · 2 across the 6 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2026

Connecting Jensen-Shannon and Kullback-Leibler Divergences: A New Bound for Representation Learning

Reuben Dorent, Polina Golland, William Wells

Mutual Information (MI) is a fundamental measure of statistical dependence widely used in representation learning. While direct optimization of MI via its definition as a Kullback-…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.