cs.LG

Isokinetic Flow Matching for Pathwise Straightening of Generative Flows

arXiv:2604.04491v1 Announce Type: new
Abstract: Flow Matching (FM) constructs linear conditional probability paths, but the learned marginal velocity field inevitably exhibits strong curvature due to trajectory superposition. This curvature severely i…