A construction principle for diffusion reference processes that gives simulation-free training and finite-time generation simultaneously, with conditional flow matching recovered as the zero-noise limit.
Fix an arbitraryx 0∈R d and define a smooth bijectionf t(y) :=ϕ x0 t (y)
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Simulation-free and finite-time diffusion model
A construction principle for diffusion reference processes that gives simulation-free training and finite-time generation simultaneously, with conditional flow matching recovered as the zero-noise limit.