DeepInverse: A Python package for solving imaging inverse problems with deep learning

Julián Tachella, Matthieu Terris, Samuel Hurault, Andrew Wang, Leo Davy, Jérémy Scanvic, Victor Sechaud, Romain Vo, Thomas Moreau 0001, Thomas Davies, Dongdong Chen 0004, Nils Laurent, Brayan Monroy, Jonathan Dong, Zhiyuan Hu, Minh Hai Nguyen, Florian Sarron, Pierre Weiss, Paul Escande, Mathurin Massias, Thibaut Modrzyk, Brett Levac, Tobías I. Liaudat, Maxime Song, Johannes Hertrich, Sebastian Neumayer, Georg Schramm. DeepInverse: A Python package for solving imaging inverse problems with deep learning. J. Open Source Software, 10(116):8923, December 2025. [doi]

Abstract

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