Structure-First Point Cloud Learning with Mapper Region Graphs

Jeongbin You, Donggun Kim, Sejun Park +1

Robust 3D point cloud classification is often pursued by scaling up backbones or relying on specialized data augmentation. We instead ask whether structural abstraction alone can i…