| 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 |
