Alexander Korotin

101 papers A* 24C 2Journal 68Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Discrete Bridges for Mutual Information Estimation.
CoRR
Iryna Zabarianska, Sergei Kholkin, Grigoriy Ksenofontov, Ivan Butakov, Alexander Korotin
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
Unlocking the Duality between Flow and Field Matching.
CoRR
Daniil Shlenskii, Alexander Varlamov, Nazar Buzun, 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
A Statistical Learning Perspective on Semi-dual Adversarial Neural Optimal Transport Solvers.
CoRR
Roman Tarasov, Petr Mokrov, Milena Gazdieva, Evgeny Burnaev, Alexander Korotin
2025 J jnl
An Optimal Transport Perspective on Unpaired Image Super-Resolution.
J. Optim. Theory Appl.
Milena Gazdieva, Petr Mokrov, Litu Rout, Alexander Korotin, Andrey Kravchenko, Alexander Filippov, Evgeny Burnaev
2025 A* conf
Categorical Schrödinger Bridge Matching.
ICML
Grigoriy Ksenofontov, Alexander Korotin
2025 J jnl
Categorical Schrödinger Bridge Matching.
CoRR
Grigoriy Ksenofontov, Alexander Korotin
2025 J jnl
Electric Currents for Discrete Data Generation.
CoRR
Alexander Kolesov, Manukhov Stepan, Vladimir V. Palyulin, Alexander Korotin
2025 J jnl
Entering the Era of Discrete Diffusion Models: A Benchmark for Schrödinger Bridges and Entropic Optimal Transport.
CoRR
Xavier Aramayo Carrasco, Grigoriy Ksenofontov, Aleksei Leonov, Iaroslav Koshelev, Alexander Korotin
2025 J jnl
Exponential convergence rate for Iterative Markovian Fitting.
CoRR
Kirill Sokolov, 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
InfoBridge: Mutual Information estimation via Bridge Matching.
CoRR
Sergei Kholkin, Ivan Butakov, Evgeny Burnaev, Nikita Gushchin, 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
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
Learning of Population Dynamics: Inverse Optimization Meets JKO Scheme.
CoRR
Mikhail Persiianov, Jiawei Chen, Petr Mokrov, Alexander Tyurin, Evgeny Burnaev, Alexander Korotin
2025 J jnl
On the Equivalence of Optimal Transport Problem and Action Matching with Optimal Vector Fields.
CoRR
Nikita Kornilov, Alexander Korotin
2025 J jnl
On the Inverse Flow Matching Problem in the One-Dimensional and Gaussian Cases.
CoRR
Alexander Korotin, Gudmund Pammer
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
Online Algorithm for Aggregating Experts' Predictions with Unbounded Quadratic Loss.
CoRR
Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev
2025 J jnl
Overclocking Electrostatic Generative Models.
CoRR
Daniil Shlenskii, Alexander Korotin
2025 J jnl
Risk-Averse Reinforcement Learning with Itakura-Saito Loss.
CoRR
Igor Udovichenko, Olivier Croissant, Anita Toleutaeva, Evgeny Burnaev, 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
2025 J jnl
Sampling from Energy distributions with Target Concrete Score Identity.
CoRR
Sergei Kholkin, Francisco Vargas, 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
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
Inverse Entropic Optimal Transport Solves Semi-supervised Learning via Data Likelihood Maximization.
CoRR
Mikhail Persiianov, Arip Asadulaev, Nikita Andreev, Nikita Starodubcev, Dmitry Baranchuk, Anastasis Kratsios, Evgeny Burnaev, Alexander Korotin
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
2024 A* conf
Neural Optimal Transport with General Cost Functionals.
ICLR
Arip Asadulaev, Alexander Korotin, Vage Egiazarian, Petr Mokrov, Evgeny Burnaev
2024 A* conf
Optimal Flow Matching: Learning Straight Trajectories in Just One Step.
NeurIPS
Nikita Kornilov, Petr Mokrov, Alexander V. Gasnikov, Alexander Korotin
2024 J jnl
Optimal Flow Matching: Learning Straight Trajectories in Just One Step.
CoRR
Nikita Kornilov, Alexander V. Gasnikov, Alexander Korotin
2024 J jnl
Optimal Transport Maps are Good Voice Converters.
CoRR
Arip Asadulaev, Rostislav Korst, Vitalii Shutov, Alexander Korotin, Yaroslav Grebnyak, Vahe Egiazarian, Evgeny Burnaev
2024 J jnl
Rethinking Optimal Transport in Offline Reinforcement Learning.
CoRR
Arip Asadulaev, Rostislav Korst, Alexander Korotin, Vage Egiazarian, Andrey Filchenkov, Evgeny Burnaev
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 — conf
A Minimalist Approach for Domain Adaptation with Optimal Transport.
CoLLAs
Arip Asadulaev, Vitaly Shutov, Alexander Korotin, Alexander Panfilov, Vladislava Kontsevaya, Andrey Filchenkov
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 J jnl
Energy-guided Entropic Neural Optimal Transport.
CoRR
Petr Mokrov, Alexander Korotin, Evgeny Burnaev
2023 A* conf
Entropic Neural Optimal Transport via Diffusion Processes.
NeurIPS
Nikita Gushchin, Alexander Kolesov, Alexander Korotin, Dmitry P. Vetrov, Evgeny Burnaev
2023 A* conf
Extremal Domain Translation with Neural Optimal Transport.
NeurIPS
Milena Gazdieva, Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev
2023 J jnl
Extremal Domain Translation with Neural Optimal Transport.
CoRR
Milena Gazdieva, Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev
2023 A* conf
Kernel Neural Optimal Transport.
ICLR
Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev
2023 J jnl
Light Schrödinger Bridge.
CoRR
Alexander Korotin, Nikita Gushchin, Evgeny Burnaev
2023 J jnl
Neural Gromov-Wasserstein Optimal Transport.
CoRR
Maksim Nekrashevich, Alexander Korotin, Evgeny Burnaev
2023 A* conf
Neural Optimal Transport.
ICLR
Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev
2023 J jnl
Partial Neural Optimal Transport.
CoRR
Milena Gazdieva, Alexander Korotin, Evgeny Burnaev
2022 J jnl
Analysis of Video Game Players' Emotions and Team Performance: An Esports Tournament Case Study.
IEEE J. Biomed. Health Informatics
Simon Abramov, Alexander Korotin, Andrey Somov, Evgeny Burnaev, Anton Stepanov, Dmitry Nikolaev, Maria A. Titova
2022 J jnl
Connecting adversarial attacks and optimal transport for domain adaptation.
CoRR
Arip Asadulaev, Vitaly Shutov, Alexander Korotin, Alexander Panfilov, Andrey Filchenkov
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
Generative Modeling with Optimal Transport Maps.
ICLR
Litu Rout, Alexander Korotin, 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
2022 J jnl
Kernel Neural Optimal Transport.
CoRR
Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev
2022 J jnl
Neural Optimal Transport with General Cost Functionals.
CoRR
Arip Asadulaev, Alexander Korotin, Vage Egiazarian, Evgeny Burnaev
2022 J jnl
Neural Optimal Transport.
CoRR
Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev
2022 J jnl
Unpaired Image Super-Resolution with Optimal Transport Maps.
CoRR
Milena Gazdieva, Litu Rout, Alexander Korotin, Alexander Filippov, Evgeny Burnaev
2022 A* conf
Wasserstein Iterative Networks for Barycenter Estimation.
NeurIPS
Alexander Korotin, Vage Egiazarian, Lingxiao Li, Evgeny Burnaev
2022 J jnl
Wasserstein Iterative Networks for Barycenter Estimation.
CoRR
Alexander Korotin, Vage Egiazarian, Lingxiao Li, Evgeny Burnaev
2021 A* conf
Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization.
ICLR
Alexander Korotin, Lingxiao Li, Justin Solomon, Evgeny Burnaev
2021 J jnl
Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization.
CoRR
Alexander Korotin, Lingxiao Li, Justin Solomon, Evgeny Burnaev
2021 A* conf
Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark.
NeurIPS
Alexander Korotin, Lingxiao Li, Aude Genevay, Justin M. Solomon, Alexander Filippov, Evgeny Burnaev
2021 J jnl
Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark.
CoRR
Alexander Korotin, Lingxiao Li, Aude Genevay, Justin Solomon, Alexander Filippov, Evgeny Burnaev
2021 J jnl
Generative Modeling with Optimal Transport Maps.
CoRR
Litu Rout, Alexander Korotin, Evgeny Burnaev
2021 A* conf
Large-Scale Wasserstein Gradient Flows.
NeurIPS
Petr Mokrov, Alexander Korotin, Lingxiao Li, Aude Genevay, Justin M. Solomon, Evgeny Burnaev
2021 J jnl
Large-Scale Wasserstein Gradient Flows.
CoRR
Petr Mokrov, Alexander Korotin, Lingxiao Li, Aude Genevay, Justin Solomon, Evgeny Burnaev
2021 A* conf
Manifold Topology Divergence: a Framework for Comparing Data Manifolds.
NeurIPS
Serguei Barannikov, Ilya Trofimov, Grigorii Sotnikov, Ekaterina Trimbach, Alexander Korotin, Alexander Filippov, Evgeny Burnaev
2021 J jnl
Manifold Topology Divergence: a Framework for Comparing Data Manifolds.
CoRR
Serguei Barannikov, Ilya Trofimov, Grigorii Sotnikov, Ekaterina Trimbach, Alexander Korotin, Alexander Filippov, Evgeny Burnaev
2021 J jnl
Mixability of integral losses: A key to efficient online aggregation of functional and probabilistic forecasts.
Pattern Recognit.
Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev
2021 A* conf
Wasserstein-2 Generative Networks.
ICLR
Alexander Korotin, Vage Egiazarian, Arip Asadulaev, Alexander Safin, Evgeny Burnaev
2020 J jnl
Adaptive hedging under delayed feedback.
Neurocomputing
Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev
2020 — conf
Assessment of Video Games Players and Teams Behaviour via Sensing and Heterogeneous Data Analysis: Deployment at an eSports Tournament.
SmartCity360°
Alexander Korotin, Anton Stepanov, Andrey Lange, Dmitry Nikolaev, Simon Abramov, Nikita Klyuchnikov, Evgeny Burnaev, Andrey Somov
2020 — conf
Mixing past predictions.
COPA
Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev
2020 J jnl
Topological obstructions in neural networks learning.
CoRR
Serguei Barannikov, Grigorii Sotnikov, Ilya Trofimov, Alexander Korotin, Evgeny Burnaev
2019 J jnl
Adaptive Hedging under Delayed Feedback.
CoRR
Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev
2019 J jnl
Barcodes as summary of objective function's topology.
CoRR
Serguei Barannikov, Alexander Korotin, Dmitry Oganesyan, Daniil Emtsev, Evgeny Burnaev
2019 J jnl
Esports Athletes and Players: A Comparative Study.
IEEE Pervasive Comput.
Nikita Khromov, Alexander Korotin, Andrey Lange, Anton Stepanov, Evgeny Burnaev, Andrey Somov
2019 J jnl
Integral Mixabilty: a Tool for Efficient Online Aggregation of Functional and Probabilistic Forecasts.
CoRR
Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev
2019 C conf
Sensors and Game Synchronization for Data Analysis in eSports.
INDIN
Anton Stepanov, Andrey Lange, Nikita Khromov, Alexander Korotin, Evgeny Burnaev, Andrey Somov
2019 J jnl
Sensors and Game Synchronization for Data Analysis in eSports.
CoRR
Anton Stepanov, Andrey Lange, Nikita Khromov, Alexander Korotin, Evgeny Burnaev, Andrey Somov
2019 — conf
Towards Understanding of eSports Athletes' Potentialities: The Sensing System for Data Collection and Analysis.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Alexander Korotin, Nikita Khromov, Anton Stepanov, Andrey Lange, Evgeny Burnaev, Andrey Somov
2019 J jnl
Towards Understanding of eSports Athletes' Potentialities: The Sensing System for Data Collection and Analysis.
CoRR
Alexander Korotin, Nikita Khromov, Anton Stepanov, Andrey Lange, Evgeny Burnaev, Andrey Somov
2019 — conf
Visual Fixations Duration as an Indicator of Skill Level in eSports.
INTERACT (1)
Boris B. Velichkovsky, Nikita Khromov, Alexander Korotin, Evgeny Burnaev, Andrey Somov
2019 J jnl
Visual Fixations Duration as an Indicator of Skill Level in eSports.
CoRR
Boris B. Velichkovsky, Nikita Khromov, Alexander Korotin, Evgeny Burnaev, Andrey Somov
2019 J jnl
Wasserstein-2 Generative Networks.
CoRR
Alexander Korotin, Vage Egiazarian, Arip Asadulaev, Evgeny Burnaev
2018 J jnl
Aggregating Strategies for Long-term Forecasting.
CoRR
Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev
2018 — conf
Aggregating strategies for long-term forecasting.
COPA
Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev
2018 J jnl
Esports Athletes and Players: a Comparative Study.
CoRR
Nikita Khromov, Alexander Korotin, Andrey Lange, Anton Stepanov, Evgeny Burnaev, Andrey Somov
2018 C conf
Meta-learning for resampling recommendation systems.
ICMV
Dmitry Smolyakov, Alexander Korotin, Pavel Erofeev, Artem Papanov, Evgeny Burnaev
2017 J jnl
Long-Term Sequential Prediction Using Expert Advice.
CoRR
Eugeny Burnaev, Alexander Korotin, Vladimir V'yugin
2016 — conf
The Design of Integrity Monitoring and Reliability Verification System for Critical Information, Transmitted in Automatic Train Signaling System, Based on DMR-RUS Radio Channel.
BICA
Valery Konyavskiy, Anna Epishkina, Alexander Korotin