| MSCPT: Few-shot Whole Slide Image Classification with Multi-scale and Context-focused Prompt Tuning | Aug 21, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers | Aug 19, 2023 | Multiple Instance LearningWeakly Supervised Classification | CodeCode Available | 1 |
| CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification | Jul 31, 2023 | Classificationimage-classification | CodeCode Available | 1 |
| CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images | May 9, 2023 | DiagnosticImage Classification | CodeCode Available | 1 |
| Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning | Feb 17, 2023 | ClassificationCPU | CodeCode Available | 1 |
| Positive-Unlabeled Learning using Random Forests via Recursive Greedy Risk Minimization | Oct 16, 2022 | Feature ImportanceWeakly Supervised Classification | CodeCode Available | 1 |
| Weakly-Supervised Classification and Detection of Bird Sounds in the Wild. | Jul 10, 2021 | Audio ClassificationAudio Tagging | CodeCode Available | 1 |
| TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification | Jun 2, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| Knodle: Modular Weakly Supervised Learning with PyTorch | Apr 23, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Learning Noise Transition Matrix from Only Noisy Labels via Total Variation Regularization | Feb 4, 2021 | Weakly Supervised Classification | CodeCode Available | 1 |
