A unified derivation of energy guidance for general flow matching yields an asymptotically exact Monte Carlo method, approximate gradient methods, and training losses that recover DPS, LGD, and PiGDM as special cases.
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On the Guidance of Flow Matching
A unified derivation of energy guidance for general flow matching yields an asymptotically exact Monte Carlo method, approximate gradient methods, and training losses that recover DPS, LGD, and PiGDM as special cases.