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researcher

Sifan Liu

1 paper here

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

author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1
same name
  • Sifan Liu — 8 papers
  • Sifan Liu — 4 papers
  • Sifan Liu — 2 papers
  • Sifan Liu — 2 papers, h 8
  • Sifan Liu — 1 paper
  • Sifan Liu — 1 paper

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

collaborators

1 paper

cs.LG2025

Antithetic Noise in Diffusion Models

Jing Jia, Sifan Liu, Bowen Song +3

We systematically study antithetic initial noise in diffusion models, discovering that pairing each noise sample with its negation consistently produces strong negative correlation…

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