| Losses over Labels: Weakly Supervised Learning via Direct Loss Construction | Dec 13, 2022 | feature selectionimage-classification | CodeCode Available | 0 |
| YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure Segmentation | Dec 11, 2022 | Contrastive LearningImage Generation | CodeCode Available | 1 |
| Interpreting Vulnerabilities of Multi-Instance Learning to Adversarial Perturbations | Nov 30, 2022 | Anomaly DetectionImage Classification | CodeCode Available | 0 |
| Weakly Supervised Learning Significantly Reduces the Number of Labels Required for Intracranial Hemorrhage Detection on Head CT | Nov 29, 2022 | Computed Tomography (CT)Multiple Instance Learning | CodeCode Available | 0 |
| Artificial intelligence approaches for materials-by-design of energetic materials: state-of-the-art, challenges, and future directions | Nov 15, 2022 | Active LearningMeta-Learning | —Unverified | 0 |
| IRNet: Iterative Refinement Network for Noisy Partial Label Learning | Nov 9, 2022 | Data AugmentationPartial Label Learning | CodeCode Available | 1 |
| Embedding Space Augmentation for Weakly Supervised Learning in Whole-Slide Images | Oct 31, 2022 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Single-Image HDR Reconstruction by Multi-Exposure Generation | Oct 28, 2022 | HDR ReconstructionTone Mapping | CodeCode Available | 1 |
| SepLL: Separating Latent Class Labels from Weak Supervision Noise | Oct 25, 2022 | text-classificationText Classification | CodeCode Available | 0 |
| Weakly Supervised Learning for Analyzing Political Campaigns on Facebook | Oct 19, 2022 | Weakly-supervised Learning | CodeCode Available | 0 |
