What Is Flow Matching? A Faster Path for Generative AI

Flow matching is a generative AI technique that trains a continuous velocity field to transform samples from a simple distribution to a complex data distribution along defined probability paths. It differs from stochastic diffusion by its operational mechanism and evaluation criteria, offering a distinct approach to generative modeling.