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Cherkasy National University

Ukraine

1 paper here
fields
  • cs.LG1
ROR 009apaj69OpenAlex

affiliations via OpenAlex

researchers with a paper here
  • R. Trembovetskyi1 · h 1
  • V. Dzyuba1 · h 16
  • Vira Babenko1 · h 1
  • Vitalii Bondar1 · h 1
  • Yurii Korobeinyk1 · h 1
collaborating institutions
  • Cherkasy State Technological UniversityUA1 paper

1 paper

cs.LG2025

Deep generative models as the probability transformation functions

Vitalii Bondar, Vira Babenko, Roman Trembovetskyi +2

This paper introduces a unified theoretical perspective that views deep generative models as probability transformation functions. Despite the apparent differences in architecture…

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