On the Inverse Flow Matching Problem in the One-Dimensional and Gaussian Cases

Alexander Korotin, Gudmund Pammer

This paper studies the inverse problem of flow matching (FM) between distributions with finite exponential moment, a problem motivated by modern generative AI applications such as…