| Lower-Bounded Proper Losses for Weakly Supervised Classification | Mar 4, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Learning Noise Transition Matrix from Only Noisy Labels via Total Variation Regularization | Feb 4, 2021 | Weakly Supervised Classification | CodeCode Available | 1 |
| Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling | Dec 11, 2020 | Weakly Supervised Classification | CodeCode Available | 1 |
| Historical Credibility for Movie Reviews and Its Application to Weakly Supervised Classification | Oct 10, 2020 | ClassificationWeakly Supervised Classification | —Unverified | 0 |
| 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 |
| Meta-learning for robust child-adult classification from speech | Oct 28, 2019 | ClassificationMeta-Learning | —Unverified | 0 |
| Discriminative Topic Mining via Category-Name Guided Text Embedding | Aug 20, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Effective weakly supervised semantic frame induction using expression sharing in hierarchical hidden Markov models | Jan 30, 2019 | Weakly Supervised Classification | CodeCode Available | 0 |
| Attention-Guided Curriculum Learning for Weakly Supervised Classification and Localization of Thoracic Diseases on Chest Radiographs | Jul 19, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Information-Theoretic Representation Learning for Positive-Unlabeled Classification | Oct 15, 2017 | ClassificationDimensionality Reduction | —Unverified | 0 |
| 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 |
| Weakly Supervised Classification in High Energy Physics | Feb 1, 2017 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| A Weakly Supervised Learning Approach based on Spectral Graph-Theoretic Grouping | Aug 3, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
