2026
QPoint: End-to-End Lightweight Point Cloud Processing via Robust Quaternion Feature Learning
ICML 2026poster
The inherent sparsity, lack of structure, and rotation sensitivity of point clouds often lead to high computational and parameter cost in robust feature learning. To address these problems, we present QPoint, a lightweight framework that leverages robust quaternion feature learning. QPoint incorpora…