Enhuai Liu

D2Cache: Second-Order Delta Caching for Higher Video Diffusion Acceleration

Video diffusion models achieve impressive visual fidelity but remain computationally prohibitive for real-time or interactive generation due to their sequential denoising process. Recent caching methods accelerate inference by reusing outputs across timesteps, typically estimating each new output fr