QUTCC combines simultaneous quantile regression with conformal calibration of the quantile conditioning inputs to produce spatially adaptive, marginally calibrated uncertainty intervals for imaging inverse problems.
Deep learning solutions for inverse problems in advanced biomedical image analysis on disease detection.Scientific Reports, 14(1):18478, 2024
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QUTCC: Quantile Uncertainty Training and Conformal Calibration for Imaging Inverse Problems
QUTCC combines simultaneous quantile regression with conformal calibration of the quantile conditioning inputs to produce spatially adaptive, marginally calibrated uncertainty intervals for imaging inverse problems.