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Heuristics are Not Enough: Calibrated and Corrected Caching for Video Diffusion Acceleration

Jiang, Jiyue et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Feature caching has become a mainstream training-free strategy for accelerating video diffusion models by reusing intermediate outputs across denoising steps. However, existing adaptive methods rely on heuristic difference measures misaligned with actual generation quality, employ a single global th
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