SQS: Enhancing Sparse Perception Models via Query-based Splatting in Autonomous Driving

Haiming Zhang, Yiyao Zhu, Wending Zhou +5

Sparse Perception Models (SPMs) adopt a query-driven paradigm that forgoes explicit dense BEV or volumetric construction, enabling highly efficient computation and accelerated infe…