Présentation
I am a PhD student in signal processing at the CREATIS laboratory (Lyon, France), working on inverse problems for medical image reconstruction in tomography (CT, PET, SPECT).
My research focuses on Plug-and-Play methods at the intersection of optimization and machine learning, with a particular emphasis on Poisson noise models and associated reconstruction algorithms.
In parallel, I am a science communicator on YouTube (Deepia) and a maintainer of the DeepInverse library.
Publications
Publications
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DeepInverse: A Python package for solving imaging inverse problems with deep learningJournal of Open Source Software, 2025, 10 (115), pp.8923. ⟨10.21105/joss.08923⟩ |
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A convergent Plug-and-Play Majorization-Minimization algorithm for Poisson inverse problems2026 |
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