On the inverse problem of flow matching in the one-dimensional and Gaussian cases

Authors: Korotin A.A.¹, Pammer G.²
Affiliations:
1. Artificial Intelligence Research Institute
2. Graz University of Technology, Graz, Austria
Issue: Vol 80, No 6 (2025)
Pages: 181-183
Section: МАТЕМАТИЧЕСКИЕ АСПЕКТЫ ИСКУССТВЕННОГО ИНТЕЛЛЕКТА
URL: https://journals.rcsi.science/0042-1316/article/view/358706
DOI: https://doi.org/10.4213/rm10283
ID: 358706

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Artificial Intelligence Research Institute

Graz University of Technology, Graz, Austria

P. Esser, S. Kulal, A. Blattmann, R. Entezari, J. Müller, H. Saini, Y. Levi, D. Lorenz, A. Sauer, F. Boesel, D. Podell, T. Dockhorn, Z. English, R. Rombach, ICML' 24: Proceedings of the 41st international conference on machine learning, Proc. Mach. Learn. Res. (PMLR), 235, 2024, 12606–12633
Zemin Huang, Zhengyang Geng, Weijian Luo, Guo-jun Qi, Flow generator matching, 2024, 21 pp.
S. G. Krantz, Function theory of several complex variables, AMS Chelsea Publishing, 340, Reprint of the 2nd ed. with corr., Amer. Math. Soc., Providence, RI, 2001, xvi+564 pp.
Xingchao Liu, Chengyue Gong, Qiang Liu, Flow straight and fast: learning to generate and transfer data with rectified flow, ICLR'23: The eleventh international conference on learning representations, 2023, 33 pp.

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