Terris, Matthieu
- Learning Maximally Monotone Operators for Image Recovery
2020/12/24 by Jean‐Christophe Pesquet, Audrey Repetti, Pesquet, Jean-Christophe +5 · 14 citations
Engineering · Mathematics · #47H05 #49M27 #65K10 #68T07 #68U10 #90C25 #90C59 #94A08 #FOS: Electrical engineering #FOS: Mathematics #Image and Video Processing (eess.IV) #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #electronic engineering #information engineering
- Equivariant plug-and-play image reconstruction
2023/12/04 by Matthieu Terris, Thomas Moreau, Terris, Matthieu +5 · 11 citations
Computer Science · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
- Reconstruct Anything Model: a lightweight general model for computational imaging
2025/03/11 by Matthieu Terris, Samuel Hurault, Terris, Matthieu +5 · 3 voices · 4 citations
#eess.IV #cs.CV
- DeepInverse: A Python package for solving imaging inverse problems with deep learning
2025/05/26 by Julián Tachella, Matthieu Terris, Tachella, Julián +50 · 16 citations
Mathematics · Computer Science · Engineering · #Statistical and numerical algorithms #Computational Physics and Python Applications #Sparse and Compressive Sensing Techniques
- FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems
2024/11/28 by Terris, Matthieu, Kamilov, Ulugbek S., Moreau, Thomas · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- From Score Matching to Diffusion: A Fine-Grained Error Analysis in the Gaussian Setting
2025/03/14 by Hurault, Samuel, Terris, Matthieu, Moreau, Thomas +1 · 5 citations
#68Q32 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)