Preprint Open access
CtrlCache: Accelerating Interactive Video World Models with Control-Aware Caching
Interactive video world models need to generate each video chunk efficiently while responding faithfully to user controls. Many systems use chunk-wise autoregressive generation with few-step denoising, but each chunk still requires several costly denoising iterations. Training-free caching can reduce this cost, yet exi …