Frequency-Step Cache: Separating Synchronization and Repair for Efficient Autoregressive Video Diffusion

Kerry Xu, Param Misra, Zachary Stenglein +3

Autoregressive (AR) video generation enables long-horizon synthesis but requires repeated forward passes through large diffusion transformers. Training-free caching reduces this co…