| UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes | Mar 25, 2023 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| Vocabulary-Free 3D Instance Segmentation with Vision and Language Assistant | Aug 20, 2024 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| VoxelEmbed: 3D Instance Segmentation and Tracking with Voxel Embedding based Deep Learning | Jun 22, 2021 | 3D Instance SegmentationCell Tracking | —Unverified | 0 |
| Weakly Supervised 3D Instance Segmentation without Instance-level Annotations | Aug 3, 2023 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| YOLO2U-Net: Detection-Guided 3D Instance Segmentation for Microscopy | Jul 13, 2022 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| You Only Click Once: Single Point Weakly Supervised 3D Instance Segmentation for Autonomous Driving | Feb 27, 2025 | 3D Instance SegmentationAutonomous Driving | —Unverified | 0 |
| 0/1 Deep Neural Networks via Block Coordinate Descent | Jun 19, 2022 | 10-shot image generation | —Unverified | 0 |
| SAI3D: Segment Any Instance in 3D Scenes | Dec 17, 2023 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation | Jan 1, 2025 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding | Dec 6, 2018 | 3D Instance Segmentation3D Semantic Segmentation | CodeCode Available | 0 |
| Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point Supervision | Aug 10, 2022 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 0 |
| SA3DIP: Segment Any 3D Instance with Potential 3D Priors | Nov 6, 2024 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 0 |
| Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds | Sep 20, 2019 | 3D Instance Segmentation3D Object Classification | CodeCode Available | 0 |
| Deep learning methods allow fully automated segmentation of metacarpal bones to quantify volumetric bone mineral density | May 6, 2021 | 3D Instance Segmentation | CodeCode Available | 0 |
| TWIST: Two-Way Inter-Label Self-Training for Semi-Supervised 3D Instance Segmentation | Jan 1, 2022 | 3D Instance SegmentationDenoising | CodeCode Available | 0 |
| JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds | Dec 20, 2019 | 3D Instance SegmentationClustering | CodeCode Available | 0 |
| CLIMB-3D: Continual Learning for Imbalanced 3D Instance Segmentation | Feb 24, 2025 | 3D Instance SegmentationContinual Learning | CodeCode Available | 0 |
| PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAM | Dec 31, 2024 | 3D Instance Segmentation3D Reconstruction | CodeCode Available | 0 |
| Top-Down Beats Bottom-Up in 3D Instance Segmentation | Feb 6, 2023 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 0 |
| 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans | Dec 17, 2018 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 0 |
| MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous Driving | Dec 12, 2023 | 3D Instance SegmentationAutonomous Driving | CodeCode Available | 0 |
| Associatively Segmenting Instances and Semantics in Point Clouds | Feb 26, 2019 | 3D Instance Segmentation3D Semantic Segmentation | CodeCode Available | 0 |
| ENSTRECT: A Stage-based Approach to 2.5D Structural Damage Detection | Jan 6, 2024 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 0 |
| SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation | Nov 23, 2017 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 0 |
| MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance Segmentation | Feb 12, 2019 | 3D Instance SegmentationClustering | CodeCode Available | 0 |
