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researcher

Maxim Panov

Technology Innovation Institute

29 papers hereh-index 191.1k citations59 works total

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

author position
  • first author1
  • middle author12
  • last author16

Across the 29 of 29 papers where every author was matched, so the position is known.

fields
  • stat.ML15
  • cs.LG6
  • math.ST3
  • cs.CV2
  • cs.CL1
  • cs.MS1
affiliations
  • Technology Innovation Institute
Homepage
same name
  • Maxim Panov — 19 papers, h 8
  • Maxim Panov — 12 papers, h 6
  • Maxim Panov — 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

activity
20162025
most citedMonte Carlo Variational Auto-Encoders

10 citations · 32 across the 17 of their papers we have counts for

collaborators
Showing 2021 · stat.MLShow all

1 paper · 2 filters

stat.ML2021★ 10 cited

Monte Carlo Variational Auto-Encoders

Achille Thin, Nikita Kotelevskii, Arnaud Doucet +3

Variational auto-encoders (VAE) are popular deep latent variable models which are trained by maximizing an Evidence Lower Bound (ELBO). To obtain tighter ELBO and hence better vari…

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