Chunyang Huang

PointGP: Geometry-Primed Attention for Point Cloud Analysis

Transformer-based architectures have demonstrated strong performance in 3D point cloud understanding, yet many existing methods generate attention weights mainly from semantic feature similarity. In deep networks, feature-centric attention may become less selective as point features are progressivel