| Ontology-driven weak supervision for clinical entity classification in electronic health records | Aug 5, 2020 | General ClassificationNamed Entity Recognition (NER) | CodeCode Available | 1 | 5 |
| CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images | May 9, 2023 | DiagnosticImage Classification | CodeCode Available | 1 | 5 |
| Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning | Feb 17, 2023 | ClassificationCPU | CodeCode Available | 1 | 5 |
| Weakly-Supervised Classification and Detection of Bird Sounds in the Wild. | Jul 10, 2021 | Audio ClassificationAudio Tagging | CodeCode Available | 1 | 5 |
| A Spatially-Aware Multiple Instance Learning Framework for Digital Pathology | Apr 24, 2025 | Computational EfficiencyMultiple Instance Learning | CodeCode Available | 0 | 5 |
| Discriminative Topic Mining via Category-Name Guided Text Embedding | Aug 20, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Easy Learning from Label Proportions | Feb 6, 2023 | Weakly Supervised Classification | CodeCode Available | 0 | 5 |
| Effective weakly supervised semantic frame induction using expression sharing in hierarchical hidden Markov models | Jan 30, 2019 | Weakly Supervised Classification | CodeCode Available | 0 | 5 |
| FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification | Dec 11, 2022 | Classificationtext-classification | CodeCode Available | 0 | 5 |
| Label Propagation with Weak Supervision | Oct 7, 2022 | Weakly Supervised ClassificationWeakly-supervised Learning | CodeCode Available | 0 | 5 |
