Yves Wiaux

Physics and Astronomy · Physical Sciences

34h-index3.6kcitations237works2.32yr avg
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Research Topics

Radio Astronomy Observations and Technology(74), Sparse and Compressive Sensing Techniques(69), Advanced MRI Techniques and Applications(45), Medical Imaging Techniques and Applications(29), Image and Signal Denoising Methods(29)

Publications236 total

HyperAIRI: A Plug-and-play Algorithm for Precise Hyperspectral Image Reconstruction in Radio Interferometry
The Astrophysical Journal Supplement Series·2026Open Access
HyperAIRI: a plug-and-play algorithm for precise hyperspectral image reconstruction in radio interferometry
ArXiv.org·2025Open Access
Toward a Robust R2D2 Paradigm for Radio-interferometric Imaging: Revisiting Deep Neural Network Training and Architecture
The Astrophysical Journal Supplement Series·2025· 1 citedOpen Access
MROP: modulated rank-one projections for compressive radio interferometric imaging
Monthly Notices of the Royal Astronomical Society·2025Open Access
Hyperspectral Imaging at Scale with Parallel DNN-based Regularization in Radio Astronomy
2025
S-R2D2: a spherical extension of the R2D2 deep neural network series paradigm for wide-field radio-interferometric imaging
Monthly Notices of the Royal Astronomical Society·2025Open Access
MROP: Modulated Rank-One Projections for compressive radio interferometric imaging
arXiv (Cornell University)·2025Open Access
The R2D2 Deep Neural Network Series for Scalable Non-Cartesian Magnetic Resonance Imaging
arXiv (Cornell University)·2025Open Access
S-R2D2: a spherical extension of the R2D2 deep neural network series paradigm for wide-field radio-interferometric imaging
arXiv (Cornell University)·2025Open 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
A new concept for compressive radio-interferometric imaging: the modulated rank-one projection model
2025Open Access
Compressive Radio-Interferometric Sensing With Random Beamforming as Rank-One Signal Covariance Projections
IEEE Transactions on Computational Imaging·2025
Robust R2D2 for scalable radio-interferometric imaging
2025Open Access
Africanus III. pfb-imaging -- a flexible radio interferometric imaging suite
arXiv (Cornell University)·2024· 4 citedOpen Access
Compressive radio-interferometric sensing with random beamforming as rank-one signal covariance projections
arXiv (Cornell University)·2024Open Access
Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2
2024
A Multilevel Framework for Accelerating uSARA in Radio-Interferometric Imaging
2024· 1 citedOpen Access
R2D2 Image Reconstruction with Model Uncertainty Quantification in Radio Astronomy
2024
The R2D2 Deep Neural Network Series Paradigm for Fast Precision Imaging in Radio Astronomy
The Astrophysical Journal Supplement Series·2024· 34 citedOpen Access
CLEANing Cygnus A Deep and Fast with R2D2
The Astrophysical Journal Letters·2024· 12 citedOpen Access
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Frequent Co-authors

Pierre Vandergheynst(16), Jean‐Philippe Thiran(13), Jason D. McEwen(11), Audrey Repetti(8), Rafael E. Carrillo(8), P. Vielva(6), Arwa Dabbech(6), Gilles Puy(5), Dimitri Van De Ville(5), O. Smirnov(4), Matthieu Terris(4), Alexandru Onose(4), E. Martínez-González(4), J. D. McEwen(4), Adrien Besson(4), Alessandro Daducci(3), Jean‐Christophe Pesquet(3), Rolf Gruetter(3), Laurent Jacques(3), Boris Leistedt(3)