Chunliang Li

RepVF: A Unified Vector Fields Representation for Multi-task 3D Perception

"Concurrent processing of multiple autonomous driving 3D perception tasks within the same spatiotemporal scene poses a significant challenge, in particular due to the computational inefficiencies and feature competition between tasks when using traditional multi-task learning approaches. This paper…