| SAMPart3D: Segment Any Part in 3D Objects | Nov 11, 2024 | 3D Generation3D Part Segmentation | CodeCode Available | 4 |
| PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies | Jun 9, 2022 | 3D Classification3D Part Segmentation | CodeCode Available | 3 |
| PointCNN: Convolution On X-Transformed Points | Jan 23, 2018 | 3D Instance Segmentation3D Part Segmentation | CodeCode Available | 3 |
| Find Any Part in 3D | Nov 20, 2024 | 3D Part SegmentationDiversity | CodeCode Available | 2 |
| PartSTAD: 2D-to-3D Part Segmentation Task Adaptation | Jan 11, 2024 | 3D Part SegmentationForeground Segmentation | CodeCode Available | 2 |
| PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning | Nov 21, 2022 | 3D Classification3D Object Detection | CodeCode Available | 2 |
| Teeth3DS+: An Extended Benchmark for Intraoral 3D Scans Analysis | Oct 12, 2022 | 3D Part SegmentationSegmentation | CodeCode Available | 2 |
| Masked Autoencoders for Point Cloud Self-supervised Learning | Mar 13, 2022 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 2 |
| 3D Part Segmentation via Geometric Aggregation of 2D Visual Features | Dec 5, 2024 | 3D geometry3D Part Segmentation | CodeCode Available | 1 |
| 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 |
| PARIS3D: Reasoning-based 3D Part Segmentation Using Large Multimodal Model | Apr 4, 2024 | 3D Part SegmentationBenchmarking | CodeCode Available | 1 |
| MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D Point Cloud Understanding | Feb 15, 2024 | 3D Part Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| PartDistill: 3D Shape Part Segmentation by Vision-Language Model Distillation | Dec 7, 2023 | 3D Part SegmentationLanguage Modeling | CodeCode Available | 1 |
| PartSLIP++: Enhancing Low-Shot 3D Part Segmentation via Multi-View Instance Segmentation and Maximum Likelihood Estimation | Dec 5, 2023 | 3D Instance Segmentation3D Part Segmentation | CodeCode Available | 1 |
| Diffusion 3D Features (Diff3F): Decorating Untextured Shapes with Distilled Semantic Features | Nov 28, 2023 | 3D Dense Shape Correspondence3D Part Segmentation | CodeCode Available | 1 |
| Beyond First Impressions: Integrating Joint Multi-modal Cues for Comprehensive 3D Representation | Aug 6, 2023 | 3D Classification3D Part Segmentation | CodeCode Available | 1 |
| Take-A-Photo: 3D-to-2D Generative Pre-training of Point Cloud Models | Jul 27, 2023 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| TomoSAM: a 3D Slicer extension using SAM for tomography segmentation | Jun 14, 2023 | 3D Part SegmentationImage Segmentation | CodeCode Available | 1 |
| Exploiting Inductive Bias in Transformer for Point Cloud Classification and Segmentation | Apr 27, 2023 | 3D Object Classification3D Part Segmentation | CodeCode Available | 1 |
| Point2Vec for Self-Supervised Representation Learning on Point Clouds | Mar 29, 2023 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Self-positioning Point-based Transformer for Point Cloud Understanding | Mar 29, 2023 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Attention-based Point Cloud Edge Sampling | Feb 28, 2023 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models | Dec 3, 2022 | 3D Part SegmentationLanguage Modeling | CodeCode Available | 1 |
| SageMix: Saliency-Guided Mixup for Point Clouds | Oct 13, 2022 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Diffusion Unit: Interpretable Edge Enhancement and Suppression Learning for 3D Point Cloud Segmentation | Sep 20, 2022 | 3D Part SegmentationPoint Cloud Segmentation | CodeCode Available | 1 |
