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Jiaming Song

32 papers hereh-index 3621.2k citations97 works total

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

author position
  • first author10
  • middle author22

Across the 32 of 32 papers where every author was matched, so the position is known.

fields
  • cs.LG23
  • cs.CV3
  • stat.ML3
  • cs.AI2
  • cs.DB1
same name
  • Jiaming Song — 9 papers, h 16
  • Jiaming Song — 7 papers, h 7
  • Jiaming Song — 5 papers, h 3
  • Jiaming Song — 3 papers
  • Jiaming Song — 3 papers, h 3
  • Jiaming Song — 2 papers, h 10

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
20162023
most citedTowards Deeper Understanding of Variational Autoencoding Models

127 citations · 292 across the 16 of their papers we have counts for

collaborators
Showing 2018 · stat.MLShow all

1 paper · 2 filters

stat.ML2018

The Information Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Models

Shengjia Zhao, Jiaming Song, Stefano Ermon

A large number of objectives have been proposed to train latent variable generative models. We show that many of them are Lagrangian dual functions of the same primal optimization…

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