WorldDynCache: Risk-Controlled Latent Dynamics Approximation for Diffusion World Model

Leyang Chen, Junyi Wu, Shaoqiu Zhang +1

Diffusion world models generate high-quality futures, but re- peated transformer evaluations make inference prohibitively slow. Existing caches reuse intermediate features, selecti…