Kolesov, Alexander

8 publications

ICML 2025 Field Matching: An Electrostatic Paradigm to Generate and Transfer Data Alexander Kolesov, S. I. Manukhov, Vladimir Vladimirovich Palyulin, Alexander Korotin

ICLR 2025 Robust Barycenter Estimation Using Semi-Unbalanced Neural Optimal Transport Milena Gazdieva, Jaemoo Choi, Alexander Kolesov, Jaewoong Choi, Petr Mokrov, Alexander Korotin

NeurIPS 2024 Energy-Guided Continuous Entropic Barycenter Estimation for General Costs Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Anastasis Kratsios, Evgeny Burnaev, Alexander Korotin

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

ICML 2024 Estimating Barycenters of Distributions with Neural Optimal Transport Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, 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

NeurIPS 2022 Kantorovich Strikes Back! Wasserstein GANs Are Not Optimal Transport? Alexander Korotin, Alexander Kolesov, Evgeny Burnaev