Sharp Lipschitz Regularity Theory For Flowmatching Vector Fields And Diffusionmodel Scores

“Under general assumptions on the target distribution $p^★$, we establish a sharp Lipschitz regularity theory for flow-matching vector fields and diffusion-model scores, with optimal dependence on time and dimension.”