2D and 3D visual understanding with limited supervision
Zhonghua Wu · 2023
Chapter 6. Weakly Supervised Point Cloud Segmentation via Reliability-Adaptive Consistency Regularization• We extend the consistency-based regularization to weakly supervised point cloud segmentation with point cloud-specific augmentations, and point out two major issues for the straightforward extension: unsatisfied pseudo labels and insufficient consistency constraints.