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Alexander Korotin
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Wasserstein-2 Generative Networks
A Korotin, V Egiazarian, A Asadulaev, A Safin, E Burnaev
The 9th International Conference on Learning Representations (ICLR 2021), 2021
1092021
Neural optimal transport
A Korotin, D Selikhanovych, E Burnaev
The 11th International Conference on Learning Representations (ICLR 2023), 2023
872023
Large-scale wasserstein gradient flows
P Mokrov, A Korotin, L Li, A Genevay, JM Solomon, E Burnaev
Advances in Neural Information Processing Systems 34 (NeurIPS 2021), 2021
832021
Esports Athletes and Players: a Comparative Study
N Khromov, A Korotin, A Lange, A Stepanov, E Burnaev, A Somov
IEEE Pervasive Computing, 2018
812018
Generative Modeling with Optimal Transport Maps
L Rout, A Korotin, E Burnaev
The 10th International Conference on Learning Representations (ICLR 2022), 2022
782022
Do neural optimal transport solvers work? a continuous wasserstein-2 benchmark
A Korotin, L Li, A Genevay, JM Solomon, A Filippov, E Burnaev
Advances in neural information processing systems 34 (NeurIPS 2021), 2021
772021
Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization
A Korotin, L Li, J Solomon, E Burnaev
The 9th International Conference on Learning Representations (ICLR 2021), 2021
502021
Visual Fixations Duration as an Indicator of Skill Level in eSports
BB Velichkovsky, N Khromov, A Korotin, E Burnaev, A Somov
The 17th IFIP TC.13 International Conference on Human-Computer Interaction, 2019
382019
Neural optimal transport with general cost functionals
A Asadulaev, A Korotin, V Egiazarian, E Burnaev
The 12th International Conference on Learning Representations (ICLR 2024), 2024
322024
Manifold Topology Divergence: a Framework for Comparing Data Manifolds.
S Barannikov, I Trofimov, G Sotnikov, E Trimbach, A Korotin, A Filippov, ...
Advances in neural information processing systems 34, 7294-7305, 2021
312021
Analysis of video game players’ emotions and team performance: An esports tournament case study
S Abramov, A Korotin, A Somov, E Burnaev, A Stepanov, D Nikolaev, ...
IEEE Journal of Biomedical and Health Informatics 26 (8), 3597-3606, 2021
292021
Meta-learning for resampling recommendation systems
D Smolyakov, A Korotin, P Erofeev, A Papanov, E Burnaev
Eleventh International Conference on Machine Vision (ICMV 2018) 11041, 110411S, 2019
282019
Wasserstein iterative networks for barycenter estimation
A Korotin, V Egiazarian, L Li, E Burnaev
Advances in Neural Information Processing Systems 35 (NeurIPS 2022), 2022
272022
Entropic neural optimal transport via diffusion processes
N Gushchin, A Kolesov, A Korotin, D Vetrov, E Burnaev
Advances in Neural Information Processing Systems 36 (NeurIPS 2023), 2023
252023
Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport?
A Korotin, A Kolesov, E Burnaev
Advances in Neural Information Processing Systems 35 (NeurIPS 2022), 2022
222022
An optimal transport perspective on unpaired image super-resolution
M Gazdieva, L Rout, A Korotin, A Kravchenko, A Filippov, E Burnaev
arXiv preprint arXiv:2202.01116, 2022
22*2022
Towards Understanding of eSports Athletes' Potentialities: The Sensing System for Data Collection and Analysis
A Korotin, N Khromov, A Stepanov, A Lange, E Burnaev, A Somov
The 5th IEEE International Conference on Internet of People, 2019
202019
Kernel Neural Optimal Transport
A Korotin, D Selikhanovych, E Burnaev
The 11th International Conference on Learning Representations (ICLR 2023), 2023
172023
Building the Bridge of Schr\" odinger: A Continuous Entropic Optimal Transport Benchmark
N Gushchin, A Kolesov, P Mokrov, P Karpikova, A Spiridonov, E Burnaev, ...
Advances in Neural Information Processing Systems 36 (NeurIPS 2023), 2023
132023
Sensors and Game Synchronization for Data Analysis in eSports
A Stepanov, A Lange, N Khromov, A Korotin, E Burnaev, A Somov
IEEE International Conference on Industrial Informatics, 2019
132019
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