| CAST: Contrastive Adaptation and Distillation for Semi-Supervised Instance Segmentation | May 28, 2025 | Domain AdaptationInstance Segmentation | —Unverified | 0 |
| Pseudo-Label Quality Decoupling and Correction for Semi-Supervised Instance Segmentation | May 16, 2025 | Instance SegmentationPseudo Label | —Unverified | 0 |
| S^4M: Boosting Semi-Supervised Instance Segmentation with SAM | Apr 7, 2025 | Data AugmentationInstance Segmentation | —Unverified | 0 |
| Depth-Guided Semi-Supervised Instance Segmentation | Jun 25, 2024 | Depth EstimationInstance Segmentation | —Unverified | 0 |
| Better (pseudo-)labels for semi-supervised instance segmentation | Mar 18, 2024 | Few-Shot Learningimage-classification | —Unverified | 0 |
| Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation | Feb 7, 2024 | Contrastive LearningDenoising | CodeCode Available | 1 |
| Semi-supervised Instance Segmentation with a Learned Shape Prior | Sep 9, 2023 | Cell SegmentationInstance Segmentation | —Unverified | 0 |
| Pseudo-label Alignment for Semi-supervised Instance Segmentation | Aug 10, 2023 | Instance SegmentationPseudo Label | CodeCode Available | 1 |
| Guided Distillation for Semi-Supervised Instance Segmentation | Aug 3, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
