Preprint Open access
SpectralCache: Accelerating Diffusion-Based World Models via Spectral Feature Caching
Diffusion-based world models enable high-quality interactive environment generation but suffer from substantial inference overhead due to repeated Transformer evaluations during denoising. Existing caching methods mainly exploit temporal redundancy at the feature or token level, leaving the underlying mathematical stru …