CHEM: Estimating and Understanding Hallucinations in Deep Learning for Image Processing Journal Articles
Li JianfeiRosellon-Inclan InesKutyniok GittaStarck Jean-Luc
Publications
https://spl.ics.forth.gr/titan/publications/
LCS: A Learnlet-Based Sparse Framework for Blind Source Separation Journal Articles
Bonjean VictorGkogkou AthanasiaStarck Jean-Luc
Astronomy & Astrophysics manuscript
Foreground removal in HI 21 cm intensity mapping under frequency-dependent beam distortions Journal Articles
Gkogkou AthanasiaBonjean VictorStarck Jean-LucSpinelli Marta
Cosmology and Nongalactic Astrophysics
Challenges of standard halo models in constraining galaxy properties from CIB anisotropies Journal Articles
Gkogkou AthanasiaLagache GuilaineBéthermin MatthieuManiyar Abhishek
Astronomy & Astrophysics, 703, A149 (2025), 15 pp. DOI: 10.1051/0004-6361/202556282
Generative modeling of convergence maps based on predicted one-point statistics Journal Articles
Tinnaneri Sreekanth VilasiniStarck Jean-LucCodis Sandrine
Astronomy & Astrophysics manuscript no. aanda_v3
Optimal neural summarization for full-field weak lensing cosmological implicit inference Journal Articles
Cosmology (including clusters of galaxies)
Impact of weak-lensing mass-mapping algorithms on cosmology inference Journal Articles
Tersenov AndreasBaumont LucieStarck Jean-LucKilbinger Martin
Cosmology and Nongalactic Astrophysics (astro-ph.CO)
Interpreting Cosmological Information from Neural Networks in the Hydrodynamic Universe Journal Articles
Lahiry ArnabBayer Adrian E.Villaescusa-Navvarro Francisco
The Astrophysical Journal, Volume 994, Number 1
Federated Learning for Remote Sensing Image Classification Using Sparse Image Representations Journal Articles
Kopidaki ChristinaTsagkatakis Gregory
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, VOL. 22, 2025
Joint multi-band deconvolution for Euclid and Vera C. Rubin images In Proceedings
Akhaury UtsavJablonka PascaleCourbin FrédéricStarck Jean-Luc
Astronomy & Astrophysics manuscript
Breaking the degeneracy in stellar spectral classification from single wide-band images Journal Articles
Centofanti EzequielFarrens SamuelStarck Jean-LucLiaudat Tobıas I.Szapiro AlexPollack Jennifer
Uncertainty-Aware Flood Segmentation from Sentinel 2 Observations with Conformal Prediction In Proceedings
Konidakis IoannisPanayidou KleaTsagkatakis Gregory
2025 IEEE International Geoscience and Remote Sensing Symposium
Euclid preparation: Towards a DR1 application of higher-order weak lensing statistics Journal Articles
Cosmology and Nongalactic Astrophysics (astro-ph.CO)
UNIONS: The Ultraviolet Near-Infrared Optical Northern Survey Journal Articles
Astrophysics of Galaxies (astro-ph.GA); Instrumentation and Methods for Astrophysics (astro-ph.IM)
Classifier-driven generative adversarial networks for enhanced antimicrobial peptide design Journal Articles
Zervou Michaela AretiPantazis Yannis
Briefings in Bioinformatics, 2025, 26(5), bbaf500