AnyStep-WAM: Budget-Aligned Distillation and Adaptive Inference for World Action Models

Rui Wang, Xiangyu Wang, Donglin Yang +4

World-action models (WAMs) couple predictive visual modeling with action generation, typically relying on iterative denoising with a fixed denoising steps. However, manipulation ta…