JungUk Hong

Not All Neighbors Matter: Point Distribution-Aware Pruning for 3D Point Cloud

Applying deep neural networks to 3D point cloud processing has demonstrated a rapid pace of advancement in those domains where 3D geometry information can greatly boost task performance, such as AR/VR, robotics, and autonomous driving. However, as the size of both the neural network model and 3D poi…