On Flow Matching KL Divergence

Maojiang Su, Jerry Yao-Chieh Hu, Sophia Pi +1

We derive a deterministic, non-asymptotic upper bound on the Kullback-Leibler (KL) divergence of the flow-matching distribution approximation. In particular, if the $L_2$ flow-matc…