Auto-Regressive Models Need Structural Registers: Semantic Foresight Improves Coherent Driving Video Continuation

Ruibo Ming, Jingwei Wu, Zhewei Huang +5

Front-view driving video continuation is a critical component for constructing sophisticated world models. However, maintaining long-term coherence faces the fundamental challenge…