| PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers | Aug 19, 2023 | Multiple Instance LearningWeakly Supervised Classification | CodeCode Available | 1 | 5 |
| MSCPT: Few-shot Whole Slide Image Classification with Multi-scale and Context-focused Prompt Tuning | Aug 21, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling | Dec 11, 2020 | Weakly Supervised Classification | CodeCode Available | 1 | 5 |
| Knodle: Modular Weakly Supervised Learning with PyTorch | Apr 23, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification | Jul 31, 2023 | Classificationimage-classification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Learning Noise Transition Matrix from Only Noisy Labels via Total Variation Regularization | Feb 4, 2021 | Weakly Supervised Classification | CodeCode Available | 1 | 5 |
| TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification | Jun 2, 2021 | Classificationimage-classification | CodeCode Available | 1 | 5 |
| Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images | Apr 20, 2020 | ClusteringDiagnostic | CodeCode Available | 1 | 5 |
| Positive-Unlabeled Learning using Random Forests via Recursive Greedy Risk Minimization | Oct 16, 2022 | Feature ImportanceWeakly Supervised Classification | CodeCode Available | 1 | 5 |
| 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 |
| Learning from Label Proportions by Learning with Label Noise | Mar 4, 2022 | Weakly Supervised Classification | CodeCode Available | 0 | 5 |
| LIME: Weakly-Supervised Text Classification Without Seeds | Oct 13, 2022 | ClassificationNatural Language Inference | CodeCode Available | 0 | 5 |
| Lower-Bounded Proper Losses for Weakly Supervised Classification | Mar 4, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Kernel Density Matrices for Probabilistic Deep Learning | May 26, 2023 | Deep LearningDensity Estimation | CodeCode Available | 0 | 5 |
| RoFormer for Position Aware Multiple Instance Learning in Whole Slide Image Classification | Oct 3, 2023 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
