Author

Dang-Nguyen Bui

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Preprint Aug 2026

CoDiR: Confidence-Guided Diffusion Refinement for Semi-Supervised Histopathology Segmentation

Confidence-Guided Diffusion Refinement (CoDiR), a semi-supervised framework that combines a Mean Teacher segmentation model with diffusion-based pseudo-label refinement, matching or exceeding the strongest published method on seven of the eight benchmark metrics.

H. Pham, Dang-Nguyen Bui, Van Le Thai et al. · 0 citations