Alexander Kolesov

18 papers A* 8Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Electric Currents for Discrete Data Generation.
CoRR
Alexander Kolesov, Manukhov Stepan, Vladimir V. Palyulin, Alexander Korotin
2025 A* conf
Field Matching: an Electrostatic Paradigm to Generate and Transfer Data.
ICML
Alexander Kolesov, S. I. Manukhov, Vladimir Vladimirovich Palyulin, Alexander Korotin
2025 J jnl
Field Matching: an Electrostatic Paradigm to Generate and Transfer Data.
CoRR
Alexander Kolesov, Manukhov Stepan, Vladimir V. Palyulin, Alexander Korotin
2025 J jnl
Interaction Field Matching: Overcoming Limitations of Electrostatic Models.
CoRR
Manukhov Stepan, Alexander Kolesov, Vladimir V. Palyulin, Alexander Korotin
2025 A* conf
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport.
ICLR
Milena Gazdieva, Jaemoo Choi, Alexander Kolesov, Jaewoong Choi, Petr Mokrov, Alexander Korotin
2024 A* conf
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs.
NeurIPS
Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Anastasis Kratsios, Evgeny Burnaev, Aleksandr Korotin
2024 A* conf
Energy-guided Entropic Neural Optimal Transport.
ICLR
Petr Mokrov, Alexander Korotin, Alexander Kolesov, Nikita Gushchin, Evgeny Burnaev
2024 A* conf
Estimating Barycenters of Distributions with Neural Optimal Transport.
ICML
Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Evgeny Burnaev, Alexander Korotin
2024 J jnl
Estimating Barycenters of Distributions with Neural Optimal Transport.
CoRR
Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Evgeny Burnaev, Alexander Korotin
2024 J jnl
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport.
CoRR
Milena Gazdieva, Jaemoo Choi, Alexander Kolesov, Jaewoong Choi, Petr Mokrov, 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 J jnl
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs.
CoRR
Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, 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
2022 J jnl
Entropic Neural Optimal Transport via Diffusion Processes.
CoRR
Nikita Gushchin, Alexander Kolesov, Alexander Korotin, Dmitry P. Vetrov, Evgeny Burnaev
2022 A* conf
Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport?
NeurIPS
Alexander Korotin, Alexander Kolesov, Evgeny Burnaev
2022 J jnl
Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport?
CoRR
Alexander Korotin, Alexander Kolesov, Evgeny Burnaev
2021 J jnl
Decentralized Langevin Dynamics over a Directed Graph.
CoRR
Alexander Kolesov, Vyacheslav Kungurtsev