| Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling | Dec 11, 2020 | Weakly Supervised Classification | CodeCode Available | 1 |
| Ontology-driven weak supervision for clinical entity classification in electronic health records | Aug 5, 2020 | General ClassificationNamed Entity Recognition (NER) | CodeCode Available | 1 |
| Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images | Apr 20, 2020 | ClusteringDiagnostic | CodeCode Available | 1 |
| ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases | May 5, 2017 | General Classificationimage-classification | CodeCode Available | 1 |
| DSAGL: Dual-Stream Attention-Guided Learning for Weakly Supervised Whole Slide Image Classification | May 29, 2025 | image-classificationImage Classification | —Unverified | 0 |
| A Spatially-Aware Multiple Instance Learning Framework for Digital Pathology | Apr 24, 2025 | Computational EfficiencyMultiple Instance Learning | CodeCode Available | 0 |
| Reducing self-supervised learning complexity improves weakly-supervised classification performance in computational pathology | Mar 7, 2024 | ClassificationSelf-Supervised Learning | —Unverified | 0 |
| RoFormer for Position Aware Multiple Instance Learning in Whole Slide Image Classification | Oct 3, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Kernel Density Matrices for Probabilistic Deep Learning | May 26, 2023 | Deep LearningDensity Estimation | CodeCode Available | 0 |
| Easy Learning from Label Proportions | Feb 6, 2023 | Weakly Supervised Classification | CodeCode Available | 0 |
