How Do Flow Matching Models Memorize and Generalize in Sample Data Subspaces?

Weiguo Gao, Ming Li

Real-world data is often assumed to lie within a low-dimensional structure embedded in high-dimensional space. In practical settings, we observe only a finite set of samples, formi…