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Beyond Transport Cost: Routing Differences between Flow Matching and Optimal Transport

Han, Eungyeol et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
In generative models, Optimal Transport (OT) is used to improve Flow Matching (FM) by reducing noise-data coupling cost. However, different noise-to-output assignments can yield nearly equal costs, raising a key question. Is cost alone sufficient to guide coupling design? We address this question by
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