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researcher

D. Krotov

20 papers hereh-index 171.9k citations30 works total

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

author position
  • sole author1
  • first author9
  • middle author6
  • last author4

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

fields
  • cs.LG6
  • hep-th5
  • cs.NE4
  • cond-mat.mtrl-sci1
  • cs.CL1
  • cs.CV1
same name
  • D. Krotov — 78 papers, h 15
  • D. Krotov — 4 papers, h 3

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
20042023
most citedUnsupervised Learning by Competing Hidden Units

171 citations · 686 across the 20 of their papers we have counts for

collaborators
Showing cs.CVShow all

1 paper · 1 filter

cs.CV2019★ 8 cited

Local Unsupervised Learning for Image Analysis

Leopold Grinberg, John Hopfield, Dmitry Krotov

Local Hebbian learning is believed to be inferior in performance to end-to-end training using a backpropagation algorithm. We question this popular belief by designing a local algo…

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