Category: generative AI
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Flow matching: Deriving the vector field
Flow matching (FM) is a method that draws -dimensional () samples from any (data) distribution . FM “transforms” noise to data by means of an ordinary differential equation (ODE). The general FM procedure goes like this: i) Choose an initial (noise) distribution ii) Choose the so-called marginal vector field for all iii) Let evolve from to…