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Stochastic Interpolants as a Design Space over Diffusion and Flow

SiT kept the DiT backbone identical and changed only the interpolant, isolating how much of the gain was architecture and how much was objective — expect the specific model name to date faster than the framing

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Stochastic Interpolants: A Unifying Framework for Flows and Diffusions | Michael Albergo

The stochastic interpolant framework defines a class of time-dependent densities connecting arbitrary base and target distributions via conditional expectations that satisfy continuity equations. Thi…