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Daniil Polykovskiy

8 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 author4
  • last author1

Across the 6 of 8 papers where every author was matched, so the position is known.

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

identity via Semantic Scholar / OpenAlex

activity
20182024
most citedA Prior of a Googol Gaussians: a Tensor Ring Induced Prior for Generative Models

6 citations · 11 across the 4 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

stat.ML2018

ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks

Iurii Kemaev, Daniil Polykovskiy, Dmitry Vetrov

Neural Network is a powerful Machine Learning tool that shows outstanding performance in Computer Vision, Natural Language Processing, and Artificial Intelligence. In particular, r…

cs.LG2018

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

Daniil Polykovskiy, Alexander Zhebrak, Benjamin Sanchez-Lengeling +13

Generative models are becoming a tool of choice for exploring the molecular space. These models learn on a large training dataset and produce novel molecular structures with simila…

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