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researcher

D. Molchanov

12 papers hereh-index 111.8k citations18 works total

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

author position
  • first author3
  • middle author7

Across the 10 of 12 papers where every author was matched, so the position is known.

fields
  • stat.ML11
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedVariational Dropout Sparsifies Deep Neural Networks

331 citations · 614 across the 11 of their papers we have counts for

collaborators
Showing 2023 · stat.MLShow all

1 paper · 2 filters

stat.ML2023

Star-Shaped Denoising Diffusion Probabilistic Models

Andrey Okhotin, Dmitry Molchanov, Vladimir Arkhipkin +4

Denoising Diffusion Probabilistic Models (DDPMs) provide the foundation for the recent breakthroughs in generative modeling. Their Markovian structure makes it difficult to define…

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