Elucidating Flow Matching ODE Dynamics with Respect to Data Geometries and Denoisers

Zhengchao Wan, Qingsong Wang, Gal Mishne +1

Flow matching (FM) models extend ODE sampler based diffusion models into a general framework, significantly reducing sampling steps through learned vector fields. However, the theo…