Gushchin, Nikita

10 publications

ICLR 2026 Diffusion & Adversarial Schrödinger Bridges via Iterative Proportional Markovian Fitting Sergei Kholkin, Grigoriy Ksenofontov, David Li, Nikita Maksimovich Kornilov, Nikita Gushchin, Alexandra Suvorikova, Alexey Kroshnin, Evgeny Burnaev, Alexander Korotin

ICLR 2026 InfoBridge: Mutual Information Estimation via Bridge Matching Sergei Kholkin, Ivan Butakov, Evgeny Burnaev, Nikita Gushchin, Alexander Korotin

ICLR 2026 Universal Inverse Distillation for Matching Models with Real-Data Supervision (No GANs) Nikita Maksimovich Kornilov, David Li, Tikhon Mavrin, Aleksei Leonov, Nikita Gushchin, Evgeny Burnaev, Iaroslav Sergeevich Koshelev, Alexander Korotin

ICML 2025 Inverse Bridge Matching Distillation Nikita Gushchin, David Li, Daniil Selikhanovych, Evgeny Burnaev, Dmitry Baranchuk, Alexander Korotin

NeurIPS 2024 Adversarial Schrödinger Bridge Matching Nikita Gushchin, Daniil Selikhanovych, Sergei Kholkin, Evgeny Burnaev, Alexander Korotin

ICLR 2024 Energy-Guided Entropic Neural Optimal Transport Petr Mokrov, Alexander Korotin, Alexander Kolesov, Nikita Gushchin, Evgeny Burnaev

ICLR 2024 Light Schrödinger Bridge Alexander Korotin, Nikita Gushchin, Evgeny Burnaev

ICML 2024 Light and Optimal Schrödinger Bridge Matching Nikita Gushchin, Sergei Kholkin, Evgeny Burnaev, Alexander Korotin

NeurIPS 2023 Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark Nikita Gushchin, Alexander Kolesov, Petr Mokrov, Polina Karpikova, Andrei Spiridonov, Evgeny Burnaev, Alexander Korotin

NeurIPS 2023 Entropic Neural Optimal Transport via Diffusion Processes Nikita Gushchin, Alexander Kolesov, Alexander Korotin, Dmitry P Vetrov, Evgeny Burnaev