Minshen Lin

Contrastive Mask Denoising Transformer for 3D Instance Segmentation

In transformer-based methods for point cloud instance segmentation, bipartite matching is used to establish one-to-one correspondences between predictions and ground truths. However, in early training stages, matches can be unstable and inconsistent between epochs, requiring the model to frequently…