Search Results for author: Sergei Kholkin

Found 2 papers, 1 papers with code

Adversarial Schrödinger Bridge Matching

no code implementations23 May 2024 Nikita Gushchin, Daniil Selikhanovych, Sergei Kholkin, Evgeny Burnaev, Alexander Korotin

The Schr\"odinger Bridge (SB) problem offers a powerful framework for combining optimal transport and diffusion models.

Denoising

Light and Optimal Schrödinger Bridge Matching

1 code implementation5 Feb 2024 Nikita Gushchin, Sergei Kholkin, Evgeny Burnaev, Alexander Korotin

It exploits the optimal parameterization of the diffusion process and provably recovers the SB process \textbf{(a)} with a single bridge matching step and \textbf{(b)} with arbitrary transport plan as the input.

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