Nikita Gushchin

20 papers A* 7Journal 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
IDLM: Inverse-distilled Diffusion Language Models.
CoRR
David Li, Nikita Gushchin, Dmitry Abulkhanov, Eric Moulines, Ivan V. Oseledets, Maxim Panov, Alexander Korotin
2026 J jnl
Variational Entropic Optimal Transport.
CoRR
Roman Dyachenko, Nikita Gushchin, Kirill Sokolov, Petr Mokrov, Evgeny Burnaev, Alexander Korotin
2025 J jnl
InfoBridge: Mutual Information estimation via Bridge Matching.
CoRR
Sergei Kholkin, Ivan Butakov, Evgeny Burnaev, Nikita Gushchin, Alexander Korotin
2025 A* conf
Inverse Bridge Matching Distillation.
ICML
Nikita Gushchin, David Li, Daniil Selikhanovych, Evgeny Burnaev, Dmitry Baranchuk, Alexander Korotin
2025 J jnl
Inverse Bridge Matching Distillation.
CoRR
Nikita Gushchin, David Li, Daniil Selikhanovych, Evgeny Burnaev, Dmitry Baranchuk, Alexander Korotin
2025 J jnl
One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation.
CoRR
Daniil Selikhanovych, David Li, Aleksei Leonov, Nikita Gushchin, Sergei Kushneriuk, Alexander Filippov, Evgeny Burnaev, Iaroslav Koshelev, Alexander Korotin
2025 J jnl
Time-Correlated Video Bridge Matching.
CoRR
Viacheslav Vasilev, Arseny Ivanov, Nikita Gushchin, Maria Kovaleva, Alexander Korotin
2025 J jnl
Universal Inverse Distillation for Matching Models with Real-Data Supervision (No GANs).
CoRR
Nikita Kornilov, David Li, Tikhon Mavrin, Aleksei Leonov, Nikita Gushchin, Evgeny Burnaev, Iaroslav Koshelev, Alexander Korotin
2024 A* conf
Adversarial Schrödinger Bridge Matching.
NeurIPS
Nikita Gushchin, Daniil Selikhanovych, Sergei Kholkin, Evgeny Burnaev, Alexander Korotin
2024 J jnl
Adversarial Schrödinger Bridge Matching.
CoRR
Nikita Gushchin, Daniil Selikhanovych, Sergei Kholkin, Evgeny Burnaev, Alexander Korotin
2024 J jnl
Diffusion & Adversarial Schrödinger Bridges via Iterative Proportional Markovian Fitting.
CoRR
Sergei Kholkin, Grigoriy Ksenofontov, David Li, Nikita Kornilov, Nikita Gushchin, Evgeny Burnaev, Alexander Korotin
2024 A* conf
Energy-guided Entropic Neural Optimal Transport.
ICLR
Petr Mokrov, Alexander Korotin, Alexander Kolesov, Nikita Gushchin, Evgeny Burnaev
2024 A* conf
Light Schrödinger Bridge.
ICLR
Alexander Korotin, Nikita Gushchin, Evgeny Burnaev
2024 A* conf
Light and Optimal Schrödinger Bridge Matching.
ICML
Nikita Gushchin, Sergei Kholkin, Evgeny Burnaev, Alexander Korotin
2024 J jnl
Light and Optimal Schrödinger Bridge Matching.
CoRR
Nikita Gushchin, Sergei Kholkin, Evgeny Burnaev, Alexander Korotin
2023 A* conf
Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark.
NeurIPS
Nikita Gushchin, Alexander Kolesov, Petr Mokrov, Polina Karpikova, Andrei Spiridonov, Evgeny Burnaev, Alexander Korotin
2023 J jnl
Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark.
CoRR
Nikita Gushchin, Alexander Kolesov, Petr Mokrov, Polina Karpikova, Andrei Spiridonov, Evgeny Burnaev, Alexander Korotin
2023 A* conf
Entropic Neural Optimal Transport via Diffusion Processes.
NeurIPS
Nikita Gushchin, Alexander Kolesov, Alexander Korotin, Dmitry P. Vetrov, Evgeny Burnaev
2023 J jnl
Light Schrödinger Bridge.
CoRR
Alexander Korotin, Nikita Gushchin, Evgeny Burnaev
2022 J jnl
Entropic Neural Optimal Transport via Diffusion Processes.
CoRR
Nikita Gushchin, Alexander Kolesov, Alexander Korotin, Dmitry P. Vetrov, Evgeny Burnaev