Unification of Flow Matching and Diffusion

Flow Matching is an ODE-based method, while Diffusion is an SDE-based method. This means that some RLr algoithms designed for Diffusion cannot be applied to FM. This post briefly documents how to formulate FM with SDE, therefore unifying Diffusion and Flow Matching.