| PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space | Jun 7, 2017 | 3D Part Segmentation | CodeCode Available | 1 | 5 |
| PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation | Dec 2, 2016 | 3D Face Reconstruction3D Semantic Segmentation | CodeCode Available | 1 | 5 |
| Unsupervised Point Cloud Pre-Training via Occlusion Completion | Oct 2, 2020 | 3D Point Cloud Linear ClassificationDecoder | CodeCode Available | 1 | 5 |
| Regress Before Construct: Regress Autoencoder for Point Cloud Self-supervised Learning | Sep 25, 2023 | 3D Point Cloud ClassificationDecoder | CodeCode Available | 1 | 5 |
| Self-Supervised Few-Shot Learning on Point Clouds | Sep 29, 2020 | Few-Shot 3D Point Cloud ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| PointCNN: Convolution On X-Transformed Points | Dec 1, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Point-LGMask: Local and Global Contexts Embedding for Point Cloud Pre-training with Multi-Ratio Masking | Jun 8, 2023 | 3D Object Detection3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| CrossMoCo: Multi-modal Momentum Contrastive Learning for Point Cloud | Jun 8, 2023 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Rethinking Masked Representation Learning for 3D Point Cloud Understanding | Dec 26, 2024 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| 3D-JEPA: A Joint Embedding Predictive Architecture for 3D Self-Supervised Representation Learning | Sep 24, 2024 | 3D Part Segmentation3D Point Cloud Classification | —Unverified | 0 | 0 |
