Self-supervised Conformal Prediction for Uncertainty Quantification in Imaging Problems

Jasper M. Everink, Bernardin Tamo Amougou, Marcelo Pereyra

Most image restoration problems are ill-conditioned or ill-posed and hence involve significant uncertainty. Quantifying this uncertainty is crucial for reliably interpreting experi…