| The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation | Mar 27, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning | May 12, 2018 | Autonomous DrivingDiversity | CodeCode Available | 1 | 5 |
| CenterMask : Real-Time Anchor-Free Instance Segmentation | Nov 15, 2019 | Instance SegmentationObject Detection | CodeCode Available | 1 | 5 |
| ContrastMask: Contrastive Learning to Segment Every Thing | Mar 18, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Test-time Adaptation with Slot-Centric Models | Mar 21, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Guided Distillation for Semi-Supervised Instance Segmentation | Aug 3, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Saliency Propagation for Semi-Supervised Instance Segmentation | Jun 1, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation? | Mar 25, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Pseudo-label Alignment for Semi-supervised Instance Segmentation | Aug 10, 2023 | Instance SegmentationPseudo Label | CodeCode Available | 1 | 5 |
| Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation | Feb 7, 2024 | Contrastive LearningDenoising | CodeCode Available | 1 | 5 |
| Better (pseudo-)labels for semi-supervised instance segmentation | Mar 18, 2024 | Few-Shot Learningimage-classification | —Unverified | 0 | 0 |
| Pseudo-Label Quality Decoupling and Correction for Semi-Supervised Instance Segmentation | May 16, 2025 | Instance SegmentationPseudo Label | —Unverified | 0 | 0 |
| CAST: Contrastive Adaptation and Distillation for Semi-Supervised Instance Segmentation | May 28, 2025 | Domain AdaptationInstance Segmentation | —Unverified | 0 | 0 |
| S^4M: Boosting Semi-Supervised Instance Segmentation with SAM | Apr 7, 2025 | Data AugmentationInstance Segmentation | —Unverified | 0 | 0 |
| Mask-guided sample selection for Semi-Supervised Instance Segmentation | Aug 25, 2020 | Active LearningImage Segmentation | —Unverified | 0 | 0 |
| Semi-supervised Instance Segmentation with a Learned Shape Prior | Sep 9, 2023 | Cell SegmentationInstance Segmentation | —Unverified | 0 | 0 |
| Depth-Guided Semi-Supervised Instance Segmentation | Jun 25, 2024 | Depth EstimationInstance Segmentation | —Unverified | 0 | 0 |
| Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding | Nov 7, 2022 | Instance SegmentationPseudo Label | —Unverified | 0 | 0 |
