On the minimax optimality of Flow Matching through the connection to kernel density estimation

Lea Kunkel, Mathias Trabs

Flow Matching has recently gained attention in generative modeling as a simple and flexible alternative to diffusion models. While existing statistical guarantees adapt tools from…