| Uni3D: Exploring Unified 3D Representation at Scale | Oct 10, 2023 | 3D Object ClassificationRetrieval | CodeCode Available | 2 |
| OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation | Sep 1, 2023 | 3D Open-Vocabulary Instance Segmentation3D Open-Vocabulary Object Detection | CodeCode Available | 2 |
| OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding | May 18, 2023 | 3D Classification3D Shape Representation | 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 |
| ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding | Dec 10, 2022 | 3D Architecture3D Classification | CodeCode Available | 2 |
| OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images | Apr 25, 2024 | Representation LearningTransfer Learning | CodeCode Available | 1 |
| PointCLIP: Point Cloud Understanding by CLIP | Dec 4, 2021 | 3D Open-Vocabulary Instance SegmentationFew-Shot Learning | 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 |
| CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-training | Oct 3, 2022 | 3D Point Cloud ClassificationContrastive Learning | CodeCode Available | 1 |
| Connecting Multi-modal Contrastive Representations | May 22, 2023 | 3D Point Cloud Classificationcounterfactual | —Unverified | 0 |
