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Pan Zhou

5 papers hereh-index 546 citations10 works total

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

author position
  • last author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.LG2
  • cs.CV1
same name
  • Pan Zhou — 45 papers, h 38
  • Pan Zhou — 22 papers
  • Pan Zhou — 15 papers, h 47
  • Pan Zhou — 15 papers, h 15
  • Pan Zhou — 10 papers, h 3
  • Pan Zhou — 7 papers, 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

most citedTowards Understanding Why Data Augmentation Improves Generalization

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

collaborators
Showing cs.CVShow all

1 paper · 1 filter

cs.CV2025★ 1 cited

Towards Understanding Why Data Augmentation Improves Generalization

Jingyang Li, Jiachun Pan, Kim-Chuan Toh +1

Data augmentation is a cornerstone technique in deep learning, widely used to improve model generalization. Traditional methods like random cropping and color jittering, as well as…

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