Proof-of-concept provenance layer for AI image restoration: labels pixels as Recovered or Invented relative to a known linear degradation operator, with ensemble-based uncertainty evaluation.
python provenance uncertainty-quantification super-resolution inverse-problems computational-photography image-restoration explainable-ai responsible-ai null-space confidence-calibration image-provenance
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Updated
Jul 3, 2026 - Python