Matthieu Terris

École Polytechnique — France

Engineering · Physical Sciences

9h-index484citations35works3.42yr avg
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Research Topics

Sparse and Compressive Sensing Techniques(10), Image and Signal Denoising Methods(8), Photoacoustic and Ultrasonic Imaging(7), Advanced Image Processing Techniques(6), Radio Astronomy Observations and Technology(6)

Publications35 total

DeepInverse: A Python package for solving imaging inverse problems with deep learning
The Journal of Open Source Software·2025Open Access
FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems
2025Open Access
DeepInverse: A Python package for solving imaging inverse problems with deep learning
arXiv (Cornell University)·2025Open Access
Reconstruct Anything Model: a lightweight foundation model for computational imaging
arXiv (Cornell University)·2025· 1 citedOpen Access
The AIRI plug-and-play algorithm for image reconstruction in radio-interferometry: variations and robustness
Monthly Notices of the Royal Astronomical Society·2025· 4 citedOpen Access
Building Firmly Nonexpansive Convolutional Neural Networks
HAL (Le Centre pour la Communication Scientifique Directe)·2024Open Access
Equivariant Plug-and-Play Image Reconstruction
2024· 22 cited
Image Restoration from Subsampled STEM Measurements using Deep Learning
BIO Web of Conferences·2024Open Access
The AIRI plug-and-play algorithm for image reconstruction in radio-interferometry: variations and robustness
arXiv (Cornell University)·2023· 1 citedOpen Access
Equivariant plug-and-play image reconstruction
arXiv (Cornell University)·2023Open Access
Meta-Prior: Meta learning for Adaptive Inverse Problem Solvers
arXiv (Cornell University)·2023· 1 citedOpen Access
Have Foundational Models Seen Satellite Images?
2023· 4 cited
Investigating Model Robustness Against Sensor Variation
2023· 1 cited
Deep Network Series for Large-Scale High-Dynamic Range Imaging
2023· 6 cited
Scalable precision wide-field imaging in radio interferometry – II. AIRI validated on ASKAP data
Monthly Notices of the Royal Astronomical Society·2023· 15 citedOpen Access
Scalable precision wide-field imaging in radio interferometry: II. AIRI validated on ASKAP data
2023Open Access
Learning how to clean deep and fast, with R2D2: Residual-to-Residual DNN series for high-Dynamic range imaging in radio astronomy
2023Open Access
Deep network series for large-scale high-dynamic range imaging
arXiv (Cornell University)·2022Open Access
First AI for Deep Super-resolution Wide-field Imaging in Radio Astronomy: Unveiling Structure in ESO 137-006
The Astrophysical Journal Letters·2022· 33 citedOpen Access
Image reconstruction algorithms in radio interferometry: From handcrafted to learned regularization denoisers
Monthly Notices of the Royal Astronomical Society·2022· 46 citedOpen Access
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Frequent Co-authors

Yves Wiaux(19), Jean‐Christophe Pesquet(12), William Henry Jackson(9), Audrey Repetti(8), Arwa Dabbech(7), Thomas Moreau(6), Émilie Chouzenoux(5), Julián Tachella(5), Hugo Gortais(4), Paul Hérent(4), Matthieu Devilder(4), Olivier Meyrignac(4), Marie-Pauline Talabard(4), Jean-Philippe Lamarque(4), Rémy Dubois(4), Paul Trichelair(4), Etienne Bendjebbar(4), Corinne Balleyguier(4), Mansouria Merad(4), Annabelle Stoclin(4)