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

Eungyeol Han, Jong-Seok Lee

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 ne…