Shadi Hamdan*

CarFormer: Self-Driving with Learned Object-Centric Representations

"The choice of representation plays a key role in self-driving. Bird’s eye view (BEV) representations have shown remarkable performance in recent years. In this paper, we propose to learn object-centric representations in BEV to distill a complex scene into more actionable information for self-drivi…