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.
Content-aware image restoration: pushing the limits of fluorescence microscopy.Nature methods, 15(12):1090–1097, 2018
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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.