Jean‐Luc Starck

Commissariat à l'Énergie Atomique et aux Énergies Alternatives — France

Computer Science · Physical Sciences

118h-index62.0kcitations766works11.02yr avg
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Research Topics

Image and Signal Denoising Methods(192), Galaxies: Formation, Evolution, Phenomena(171), Cosmology and Gravitation Theories(96), Astronomy and Astrophysical Research(88), Astrophysics and Cosmic Phenomena(86)

Publications578 total

Euclid preparation. LXXXV. Toward a DR1 application of higher-order weak lensing statistics
Astronomy and Astrophysics·2026Open Access
LCS: A learnlet-based sparse framework for blind source separation
Astronomy and Astrophysics·2025· 1 citedOpen Access
CHEM: Estimating and Understanding Hallucinations in Deep Learning for Image Processing
arXiv (Cornell University)·2025Open Access
Foreground removal in HI 21 cm intensity mapping under frequency-dependent beam distortions
Astronomy and Astrophysics·2025Open Access
Foreground removal in HI 21 cm intensity mapping under frequency-dependent beam distortions
arXiv (Cornell University)·2025Open Access
UNIONS: The Ultraviolet Near-infrared Optical Northern Survey
The Astronomical Journal·2025· 8 citedOpen Access
Generative modelling of convergence maps based on predicted one-point statistics
Astronomy and Astrophysics·2025Open Access
Impact of weak-lensing mass-mapping algorithms on cosmology inference
Astronomy and Astrophysics·2025Open Access
Joint multiband deconvolution for Euclid and Vera C. Rubin images
Astronomy and Astrophysics·2025Open Access
Optimal neural summarization for full-field weak lensing cosmological implicit inference
Astronomy and Astrophysics·2025· 6 citedOpen Access
Breaking the degeneracy in stellar spectral classification from single wide-band images
Astronomy and Astrophysics·2025Open Access
Breaking the degeneracy in stellar spectral classification from single wide-band images
arXiv (Cornell University)·2025Open Access
Distribution-free uncertainty quantification for inverse problems: Application to weak lensing mass mapping
Astronomy and Astrophysics·2025Open Access
Distribution-free uncertainty quantification for inverse problems: application to weak lensing mass mapping
arXiv (Cornell University)·2024Open Access
Benchmarking Deep Nets MRI Reconstruction Models on the FastMRI Publicly Available Dataset
HAL (Le Centre pour la Communication Scientifique Directe)·2024Open Access
Theoretical wavelet <i>ℓ</i><sub>1</sub>-norm from one-point probability density function prediction
Astronomy and Astrophysics·2024· 1 citedOpen Access
Optimal Neural Summarisation for Full-Field Weak Lensing Cosmological Implicit Inference
arXiv (Cornell University)·2024· 2 citedOpen Access
Theoretical wavelet $\ell_1$-norm from one-point PDF prediction
arXiv (Cornell University)·2024Open Access
Ground-based image deconvolution with Swin Transformer UNet
Astronomy and Astrophysics·2024· 4 citedOpen Access
LiteBIRD science goals and forecasts: a full-sky measurement of gravitational lensing of the CMB
Journal of Cosmology and Astroparticle Physics·2024· 12 citedOpen Access
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Frequent Co-authors

Fionn Murtagh(15), David L. Donoho(9), Jalal Fadili(9), J. Bobin(8), Michael Elad(5), A. Bijaoui(5), Y. Moudden(5), Emmanuel J. Candès(4), Fionn Murtagh(4), Olivier Renaud(4), Alexandre Réfrégier(3), David Bacon(2), H. J. McCracken(2), G. de Zotti(2), S. Prunet(2), H. J. A. Röttgering(2), E. Bertin(2), Tomasz Kacprzak(2), J. Zuntz(2), D.L. Donoho(1)