Denoising Score-Matching for Uncertainty Quantification in Inverse Problems

Zaccharie Ramzi, Benjamin Remy, Francois Lanusse +2

Deep neural networks have proven extremely efficient at solving a wide rangeof inverse problems, but most often the uncertainty on the solution they provideis hard to quantify. In…