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Hongyu Guo

4 papers hereh-index 333 citations5 works total

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

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.LG1
  • q-bio.QM1
same name
  • Hongyu Guo — 33 papers, h 26
  • Hongyu Guo — 6 papers, h 3
  • Hongyu Guo — 4 papers, h 5
  • Hongyu Guo — 4 papers, h 4
  • Hongyu Guo — 3 papers, h 2
  • Hongyu Guo — 3 papers, h 1

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

most citedf-MICL: Understanding and Generalizing InfoNCE-based Contrastive Learning

5 citations · 5 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024★ 5 cited

f-MICL: Understanding and Generalizing InfoNCE-based Contrastive Learning

Yiwei Lu, Guojun Zhang, Sun Sun +2

In self-supervised contrastive learning, a widely-adopted objective function is InfoNCE, which uses the heuristic cosine similarity for the representation comparison, and is closel…

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