Planning-aligned Token Compression for Long-Context Autonomous Driving

Zhixuan Liang, Yuxiao Chen, Yurong You +12

Monolithic vision-action models represent an emerging paradigm in autonomous driving. However, this architecture produces token sequences that quickly exceed real-time computationa…