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researcher

Daniil Polykovskiy

9 papers hereh-index 183.6k citations28 works total

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

author position
  • first author1
  • middle author6
  • last author1

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.AI1
  • cs.CL1
  • physics.chem-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182024
most citednach0: Multimodal Natural and Chemical Languages Foundation Model

37 citations · 58 across the 7 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.LG2020★ 4 cited

Deterministic Decoding for Discrete Data in Variational Autoencoders

Daniil Polykovskiy, Dmitry Vetrov

Variational autoencoders are prominent generative models for modeling discrete data. However, with flexible decoders, they tend to ignore the latent codes. In this paper, we study…

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