Code repository for the two following papers:

• Denoising Score-Matching for Uncertainty Quantification in Inverse Problems, Zaccharie Ramzi, Benjamin Remy, François Lanusse, Jean-Luc Starck and Philippe Ciuciu Deep Learning and Inverse Problems Workshop, NeurIPS 2020.

Code on branch: mri-recon

• Probabilistic Mapping of Dark Matter by Neural Score Matching, Benjamin Remy, François Lanusse, Zaccharie Ramzi, Jia Liu, Niall Jeffrey and Jean-Luc Starck. Machine Learning and the Physical Sciences Workshop, NeurIPS 2020.

Code on branch: lensing-recon