WALL-WM: Carving World Action Modeling at the Event Joints

Shalfun Li, Victor Yao, Charles Yang +28

WALL-WM is a World Action Model that shifts video-action learning from chunk-centric optimization to event-grounded Vision-Language-Action pretraining, using semantically coherent…