2 papers
cs.CV2026
Enabling Progressive Whole-slide Image Analysis with Multi-scale Pyramidal Network
Shuyang Wu, Yifu Qiu, Ines P Nearchou +4
Multiple-instance Learning (MIL) is commonly used for computational pathology (CPath), where multi-scale features are essential for capturing both fine cellular details and broad t…
cs.CV2025
LadderMIL: Multiple Instance Learning with Coarse-to-Fine Self-Distillation
Shuyang Wu, Yifu Qiu, Ines P. Nearchou +7
Multiple Instance Learning (MIL) for whole slide image (WSI) analysis in computational pathology often neglects instance-level learning as supervision is typically provided only at…