Applying conformal risk control to Mask R-CNN yields empirical FDR and FNR values below pre-specified risk levels on two steel defect datasets, but the paper adds little beyond reusing the existing CRC theorem.
Word-sequence entropy: Towards uncertainty estimation in free-form medical question answering applications and beyond
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Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees
Applying conformal risk control to Mask R-CNN yields empirical FDR and FNR values below pre-specified risk levels on two steel defect datasets, but the paper adds little beyond reusing the existing CRC theorem.