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Yang Song

Stanford University

21 papers hereh-index 2424.3k citations43 works total

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

author position
  • first author8
  • middle author12

Across the 20 of 21 papers where every author was matched, so the position is known.

fields
  • cs.LG20
  • stat.ML1
affiliations
  • Stanford University
Homepage
same name
  • Yang Song — 23 papers
  • Yang Song — 18 papers, h 54
  • Yang Song — 14 papers, h 14
  • Yang Song — 13 papers
  • Yang Song — 13 papers, h 7
  • Yang Song — 9 papers, h 8

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

activity
20182021
most citedScore-Based Generative Modeling through Stochastic Differential Equations

1.3k citations · 1.5k across the 9 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2021

Maximum Likelihood Training of Score-Based Diffusion Models

Yang Song, Conor Durkan, Iain Murray +1

Score-based diffusion models synthesize samples by reversing a stochastic process that diffuses data to noise, and are trained by minimizing a weighted combination of score matchin…

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