| Flip Learning: Weakly Supervised Erase to Segment Nodules in Breast Ultrasound | Mar 26, 2025 | Multi-agent Reinforcement LearningSegmentation | —Unverified | 0 |
| Weakly Supervised Segmentation Framework for Thyroid Nodule Based on High-confidence Labels and High-rationality Losses | Feb 27, 2025 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2 | Jan 10, 2025 | Multiple Instance LearningSegmentation | —Unverified | 0 |
| EAUWSeg: Eliminating annotation uncertainty in weakly-supervised medical image segmentation | Jan 3, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining | Jan 1, 2025 | Contrastive LearningGenerative Adversarial Network | CodeCode Available | 0 |
| Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation | Jan 1, 2025 | Contrastive LearningImage Segmentation | —Unverified | 0 |
| Soft Self-labeling and Potts Relaxations for Weakly-supervised Segmentation | Jan 1, 2025 | Weakly supervised segmentation | —Unverified | 0 |
| HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image Segmentation | Dec 25, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Upsampling DINOv2 features for unsupervised vision tasks and weakly supervised materials segmentation | Oct 20, 2024 | Clusteringgraph partitioning | CodeCode Available | 1 |
| From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels | Aug 23, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
