AI RESEARCH
Isokinetic Flow Matching for Pathwise Straightening of Generative Flows
arXiv CS.LG
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ArXi:2604.04491v1 Announce Type: new 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 inflates numerical truncation errors, bottlenecking few-step sampling. To overcome this, we