Understanding the Challenges When 3D Semantic Segmentation Faces Class Imbalanced and OOD Data

Yancheng Pan, Fan Xie, Huijing Zhao

3D semantic segmentation (3DSS) is an essential process in the creation of a safe autonomous driving system. However, deep learning models for 3D semantic segmentation often suffer…