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.
Towards trustworthy rotating machinery fault diagnosis via attention uncertainty in transformer.Journal of Manufacturing Systems, 70:186–201, 2023
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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.