| EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation | Dec 15, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance Segmentation | Mar 14, 2023 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement | Sep 20, 2021 | Image-level Supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Weakly- and Semi-Supervised Panoptic Segmentation | Aug 10, 2018 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation | Sep 10, 2020 | Image-level Supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| LWSIS: LiDAR-guided Weakly Supervised Instance Segmentation for Autonomous Driving | Dec 7, 2022 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| Pointly-Supervised Instance Segmentation | Apr 13, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| Bounding Box Tightness Prior for Weakly Supervised Image Segmentation | Oct 3, 2021 | Image SegmentationMultiple Instance Learning | CodeCode Available | 1 |
| Synthetic Instance Segmentation from Semantic Image Segmentation Masks | Aug 2, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation | Oct 11, 2022 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision | Jan 1, 2023 | Continual LearningIncremental Learning | CodeCode Available | 1 |
| BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation | Mar 16, 2021 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Complete Instances Mining for Weakly Supervised Instance Segmentation | Feb 12, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision | May 13, 2021 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels | Jan 1, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |
| Associating Inter-Image Salient Instances for Weakly Supervised Semantic Segmentation | Sep 1, 2018 | Clusteringgraph partitioning | —Unverified | 0 |
| AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation | Dec 7, 2022 | Box-supervised Instance SegmentationInstance Segmentation | —Unverified | 0 |
| Boosting Box-supervised Instance Segmentation with Pseudo Depth | Mar 2, 2024 | Box-supervised Instance SegmentationDepth Estimation | —Unverified | 0 |
| ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations | Jul 19, 2023 | 3D Instance SegmentationClustering | —Unverified | 0 |
| Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation | Oct 7, 2019 | General ClassificationImage-level Supervised Instance Segmentation | —Unverified | 0 |
| Learning Instance Activation Maps for Weakly Supervised Instance Segmentation | Jun 1, 2019 | Image-level Supervised Instance SegmentationInstance Segmentation | —Unverified | 0 |
| Parallel Detection-and-Segmentation Learning for Weakly Supervised Instance Segmentation | Jan 1, 2021 | Instance Segmentationobject-detection | —Unverified | 0 |
| Weakly Supervised Instance Segmentation by Deep Community Learning | Jan 30, 2020 | Image-level Supervised Instance SegmentationInstance Segmentation | —Unverified | 0 |
| Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances | Jul 18, 2020 | Image-level Supervised Instance SegmentationInstance Segmentation | —Unverified | 0 |
| Weakly Supervised Instance Segmentation for Videos with Temporal Mask Consistency | Mar 23, 2021 | Instance SegmentationRelation Network | —Unverified | 0 |
