Posterior Augmented Flow Matching. - George Stoica; Sayak Paul; Matthew Wallingford; Vivek Ramanujan; Abhay Nori; Winson Han; Ali Farhadi; Ranjay Krishna; Judy Hoffman (CoRR, 2026)