Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification

Shuai Wang, Chengyang Li, Derrick Wing Kwan Ng +4

Realizing human-like perception is a challenge in open driving scenarios due to corner cases and visual occlusions. To gather knowledge of rare and occluded instances, federated le…