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researcher

I. Volkov

1 paper hereh-index 14 citations29 works total

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

author position
  • sole author1

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

fields
  • cs.LG1
same name
  • I. Volkov — 11 papers, h 10
  • I. Volkov — 4 papers, h 15
  • I. Volkov — 3 papers
  • I. Volkov — 2 papers
  • I. Volkov — 1 paper, h 10
  • I. Volkov — 1 paper, h 5

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

most citedHomology-constrained vector quantization entropy regularizer

1 citations · 1 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2022★ 1 cited

Homology-constrained vector quantization entropy regularizer

Ivan Volkov

This paper describes an entropy regularization term for vector quantization (VQ) based on the analysis of persistent homology of the VQ embeddings. Higher embedding entropy positiv…

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