On the equivalence of optimal transport problem and action matching with optimal vector fields
- Autores: Kornilov N.М.1,2, Korotin A.A.1,3
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Afiliações:
- Skolkovo Institute of Science and Technology
- Moscow Institute of Physics and Technology
- Artificial Intelligence Research Institute
- Edição: Volume 80, Nº 5 (2025)
- Páginas: 185-186
- Seção: SHORT MESSAGES
- URL: https://journals.rcsi.science/0042-1316/article/view/331274
- DOI: https://doi.org/10.4213/rm10264
- ID: 331274
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Resumo
Sobre autores
Nikita Kornilov
Skolkovo Institute of Science and Technology; Moscow Institute of Physics and Technology
Email: kornilov.nm@phystech.edu
Alexander Korotin
Skolkovo Institute of Science and Technology; Artificial Intelligence Research Institute
Email: a.korotin@skoltech.ru
Bibliografia
- N. Kornilov, P. Mokrov, A. Gasnikov, A. Korotin, NIPS {'}24: Proceedings of the 38th international conference on neural information processing systems, Adv. Neural Inf. Process. Syst., 37, Curran Associates, Inc., Red Hook, NY, 2024, 3310, 104180–104204
- Xingchao Liu, Chengyue Gong, Qiang Liu, Flow straight and fast: Learning to generate and transfer data with rectified flow, 2023, 33 pp.
- K. Neklyudov, R. Brekelmans, D. Severo, A. Makhzani, Proceedings of the 40th international conference on machine learning, Proc. Mach. Learn. Res. (PMLR), 202, 2023, 25858–25889
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