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| Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey | Sep 8, 2019 | General ClassificationModel Selection | CodeCode Available | 0 | 5 |
| Bootstrapping World Models from Dynamics Models in Multimodal Foundation Models | Jun 6, 2025 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| SCOB: Universal Text Understanding via Character-wise Supervised Contrastive Learning with Online Text Rendering for Bridging Domain Gap | Sep 21, 2023 | Contrastive Learningdocument understanding | CodeCode Available | 0 | 5 |
| A Closer Look at Weak Label Learning for Audio Events | Apr 24, 2018 | Audio ClassificationEvent Detection | CodeCode Available | 0 | 5 |
| Learning from Reduced Labels for Long-Tailed Data | Mar 25, 2024 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| Constrained-CNN losses for weakly supervised segmentation | May 12, 2018 | Medical Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Importance Reweighting for Biquality Learning | Oct 19, 2020 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| Constrained Labeling for Weakly Supervised Learning | Sep 15, 2020 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Mask the Unknown: Assessing Different Strategies to Handle Weak Annotations in the MICCAI2023 Mediastinal Lymph Node Quantification Challenge | Jun 20, 2024 | SegmentationWeakly-supervised Learning | CodeCode Available | 0 | 5 |
