Weidong Chen*

SFPNet: Sparse Focal Point Network for Semantic Segmentation on General LiDAR Point Clouds

"Although LiDAR semantic segmentation advances rapidly, state-of-the-art methods often incorporate specifically designed inductive bias derived from benchmarks originating from mechanical spinning LiDAR. This can limit model generalizability to other kinds of LiDAR technologies and make hyperparamet…