Zhihua Hua

Unveiling the Surprising Efficacy of Navigation Understanding in End-To-End Autonomous Driving

Global navigation information and local scene understanding are two crucial components of autonomous driving systems. However, our experimental results indicate that many end-to-end autonomous driving systems tend to over-rely on local scene understanding while failing to utilize global navigation i…