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most citedSemi-supervised Semantic Segmentation Meets Masked Modeling:Fine-grained Locality Learning Matters in Consistency Regularization

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cs.CV2025

Exploiting Low-Dimensional Manifold of Features for Few-Shot Whole Slide Image Classification

Conghao Xiong, Zhengrui Guo, Zhe Xu +6

Few-shot Whole Slide Image (WSI) classification is severely hampered by overfitting. We argue that this is not merely a data-scarcity issue but a fundamentally geometric problem. G…