Flow Matching is Adaptive to Manifold Structures

Shivam Kumar, Yixin Wang, Lizhen Lin

Flow matching has emerged as a simulation-free alternative to diffusion-based generative modeling, producing samples by solving an ODE whose time-dependent velocity field is learne…