Heng-Ji Jia

An Action Is Worth One Patch: Unified World-Action Modeling with PatchWAM

Generative visual models offer a foundation for learning representations of physical dynamics, yet their extension to continuous control raises a fundamental question: do visual prediction and action generation require separate computational pathways? Existing approaches usually introduce trainable action heads or sepa...