| Rethinking Masked Representation Learning for 3D Point Cloud Understanding | Dec 26, 2024 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| 3D-JEPA: A Joint Embedding Predictive Architecture for 3D Self-Supervised Representation Learning | Sep 24, 2024 | 3D Part Segmentation3D Point Cloud Classification | —Unverified | 0 |
| PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders | Aug 16, 2024 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 2 |
| Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud | Apr 25, 2024 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| ShapeLLM: Universal 3D Object Understanding for Embodied Interaction | Feb 27, 2024 | 3D geometry3D Object Captioning | CodeCode Available | 3 |
| Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders | Dec 17, 2023 | 3D Point Cloud ClassificationFew-Shot 3D Point Cloud Classification | CodeCode Available | 1 |
| Regress Before Construct: Regress Autoencoder for Point Cloud Self-supervised Learning | Sep 25, 2023 | 3D Point Cloud ClassificationDecoder | CodeCode Available | 1 |
| CrossMoCo: Multi-modal Momentum Contrastive Learning for Point Cloud | Jun 8, 2023 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 0 |
| 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 |
| PointGPT: Auto-regressively Generative Pre-training from Point Clouds | May 19, 2023 | 3D Point Cloud ClassificationDecoder | CodeCode Available | 2 |
