Author

Weimiao Yu

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Preprint Oct 2026

Multi-scale Fusion of Fast Vision Mamba and Foundation Model Features for Patch-Level Gleason Grading in Computational Pathology

Automated Gleason grading of prostate whole slide images (WSIs) enables faster and more consistent cancer risk stratification. However, it remains a challenging task due to the subtle morphological differences between grades, the severe class imbalance arising from rare patterns, and the diagnostic features that span m...

Zi-He Zhang, Wei-Miao Yu, Piumi Don Simonge · 0 citations

Preprint Aug 2026

PatchGen: Learning Soft Intra-Image Predictive Subsets for Visual Generalization

Visual classifiers are expected to generalize under data shifts, target shifts, and their combinations, yet most existing methods focus on domain invariance while failing to address intra-image predictive sufficiency. We investigate the structural hypothesis that each image contains a sample-adaptive oracle intra-image...

Zhaorui Tan, Weimiao Yu, Xi Yang · 0 citations