Compressing Multi-Task Model for Autonomous Driving via Pruning and Knowledge Distillation

Jiayuan Wang, Q. M. Jonathan Wu, Ning Zhang +2

Autonomous driving systems rely on panoptic perception to jointly handle object detection, drivable area segmentation, and lane line segmentation. Although multi-task learning is a…