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researcher

J. Ponce

52 papers hereh-index 8249.6k citations284 works total

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

author position
  • first author1
  • middle author30
  • last author19

Across the 50 of 52 papers where every author was matched, so the position is known.

fields
  • cs.CV40
  • cs.LG3
  • cs.RO3
  • astro-ph.IM2
  • stat.ML2
  • eess.IV1
same name
  • J. Ponce — 3 papers, h 2
  • J. Ponce — 3 papers, h 1
  • J. Ponce — 1 paper, h 1
  • J. Ponce — 1 paper, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

works on
computer vision 1image matching 1object discovery 1optimization 1unsupervised learning 1

From the 1 of 52 linked papers with an AI index.

activity
20082026
most citedTask-Driven Dictionary Learning

840 citations · 2.7k across the 42 of their papers we have counts for

collaborators
Showing 2017 · cs.CVShow all

2 papers · 2 filters

cs.CV2017★ 24 cited

SCNet: Learning Semantic Correspondence

Kai Han, Rafael S. Rezende, Bumsub Ham +4

This paper addresses the problem of establishing semantic correspondences between images depicting different instances of the same object or scene category. Previous approaches foc…

cs.CV2017★ 1 cited

Proposal Flow: Semantic Correspondences from Object Proposals

Bumsub Ham, Minsu Cho, Cordelia Schmid +1

Finding image correspondences remains a challenging problem in the presence of intra-class variations and large changes in scene layout. Semantic flow methods are designed to handl…

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