2025
Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis
AAAI 2025technical
Gigapixel image analysis, particularly for whole slide images (WSIs), often relies on multiple instance learning (MIL). Under the paradigm of MIL, patch image representations are extracted and then fixed during the training of the MIL classifiers for efficiency consideration. However, the invariance…