UniDWM: Towards a Unified Driving World Model via Multifaceted Representation Learning

Shuai Liu, Siheng Ren, Xiaoyao Zhu +5

Achieving reliable and efficient planning in complex driving environments requires a model that can reason over the scene's geometry, appearance, and dynamics. We present UniDWM, a…