| DSAGL: Dual-Stream Attention-Guided Learning for Weakly Supervised Whole Slide Image Classification | May 29, 2025 | image-classificationImage Classification | —Unverified | 0 |
| A Spatially-Aware Multiple Instance Learning Framework for Digital Pathology | Apr 24, 2025 | Computational EfficiencyMultiple Instance Learning | CodeCode Available | 0 |
| MSCPT: Few-shot Whole Slide Image Classification with Multi-scale and Context-focused Prompt Tuning | Aug 21, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Reducing self-supervised learning complexity improves weakly-supervised classification performance in computational pathology | Mar 7, 2024 | ClassificationSelf-Supervised Learning | —Unverified | 0 |
| RoFormer for Position Aware Multiple Instance Learning in Whole Slide Image Classification | Oct 3, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| 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 |
| Kernel Density Matrices for Probabilistic Deep Learning | May 26, 2023 | Deep LearningDensity Estimation | CodeCode Available | 0 |
| 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 |
