Class-Distribution Guided Active Learning for 3D Occupancy Prediction in Autonomous Driving
arXiv:2603.27294v1 Announce Type: new
Abstract: 3D occupancy prediction provides dense spatial understanding critical for safe autonomous driving. However, this task suffers from a severe class imbalance due to its volumetric representation, where saf…