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Flow Matching From Viewpoint of Proximal Operators by G2309443 is a document available to read on EtoBox.
This paper reformulates Optimal Transport Conditional Flow Matching (OT-CFM) as a proximal operator framework, allowing for exact mapping to target distributions without density assumptions. It discusses the convergence of minibatch OT-CFM to the population formulation and proves that OT-CFM is terminally normally hyperbolic for manifold-supported targets. The findings enhance the understanding of flow matching dynamics in generative modeling applications.
- Author
- G2309443
- Language
- EN