Do Bayesian imaging methods report trustworthy probabilities?

David Y. W. Thong, Charlesquin Kemajou Mbakam, Marcelo Pereyra

Bayesian statistics is a cornerstone of imaging sciences, underpinning many and varied approaches from Markov random fields to score-based denoising diffusion models. In addition t…