Audrey Repetti

Maxwell Institute for Mathematical Sciences — United Kingdom

Engineering · Physical Sciences

17h-index1.5kcitations107works1.42yr avg
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Research Topics

Sparse and Compressive Sensing Techniques(46), Radio Astronomy Observations and Technology(22), Photoacoustic and Ultrasonic Imaging(17), Image and Signal Denoising Methods(12), Numerical methods in inverse problems(11)

Publications107 total

Analysis and Synthesis Denoisers for Forward-Backward Plug-and-Play Algorithms
SIAM Journal on Imaging Sciences·2026
Variational Image Regularisation in the Era of Deep Learning: From Model-Based to Deep Priors and Back
Journal of Mathematical Imaging and Vision·2025Open Access
A Distributed Plug-and-Play MCMC Algorithm for High-Dimensional Inverse Problems
arXiv (Cornell University)·2025Open Access
A Unified Framework for Lifted Training and Inversion Approaches
arXiv (Cornell University)·2025Open Access
Unfolded Discrete Mumford-Shah Functional for Joint Image Denoising and Edge Detection
2025
Multi-GPU distributed PnP-ULA for high-dimensional imaging inverse problems
2025Open Access
SPyRiT 3.0: an open source package for single-pixel imaging based on deep learning
Optics Express·2025Open Access
Learning Truly Monotone Operators with Applications to Nonlinear Inverse Problems
SIAM Journal on Imaging Sciences·2025· 4 citedOpen Access
Embedding Blake–Zisserman Regularization in Unfolded Proximal Neural Networks for Enhanced Edge Detection
IEEE Signal Processing Letters·2025· 1 cited
A stochastic use of the Kurdyka-Łojasiewicz property: Investigation of optimization algorithms behaviours in a non-convex differentiable framework
Foundations of Data Science·2025Open Access
Africanus III. pfb-imaging -- a flexible radio interferometric imaging suite
arXiv (Cornell University)·2024· 4 citedOpen Access
Analysis and Synthesis Denoisers for Forward-Backward Plug-and-Play Algorithms
SPIRE - Sciences Po Institutional REpository·2024· 1 citedOpen Access
Building Firmly Nonexpansive Convolutional Neural Networks
HAL (Le Centre pour la Communication Scientifique Directe)·2024Open Access
A Lifted Bregman Strategy for Training Unfolded Proximal Neural Network Gaussian Denoisers
2024
A Multilevel Framework for Accelerating uSARA in Radio-Interferometric Imaging
2024· 1 citedOpen Access
A lifted Bregman strategy for training unfolded proximal neural network Gaussian denoisers
arXiv (Cornell University)·2024Open Access
PNN: From proximal algorithms to robust unfolded image denoising networks and Plug-and-Play methods
HAL (Le Centre pour la Communication Scientifique Directe)·2024Open Access
A primal–dual data-driven method for computational optical imaging with a photonic lantern
PNAS Nexus·2024· 2 citedOpen Access
Unfolded Proximal Neural Networks for Robust Image Gaussian Denoising
IEEE Transactions on Image Processing·2024· 15 cited
Africanus Iii: Pfb-Imaging - a Flexible Radio Interferometric Imaging Suite
SSRN Electronic Journal·2024Open Access
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Frequent Co-authors

Yves Wiaux(29), Jean‐Christophe Pesquet(18), Émilie Chouzenoux(9), Jasleen Birdi(7), O. Smirnov(5), Hertzog L. Bester(4), Matthieu Terris(4), Arwa Dabbech(4), B. Hugo(3), Jean‐Philippe Thiran(3), Pierre-Antoine Thouvenin(3), C. Tasse(2), T. W. Shimwell(2), M. J. Hardcastle(2), S. P. O’Sullivan(2), R. J. van Weeren(2), J. Sabater(2), G. Calistro Rivera(2), F. de Gasperin(2), L. K. Morabito(2)