DREAM: Deep-Reparametrization of Adaptive Regularization Maps for Fast Zero-Shot Self-Supervised Learning
Thanh Trung Vu, Ander Biguri, Christoph Kolbitsch, Luca Calatroni et autres
0 citationsarXiv (Cornell University)
Luca Calatroni
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134Publications signalées
744Citations signalées
3Affiliations récentes
Institutions déclarées
Domaines associés
Sparse and Compressive Sensing TechniquesPhotoacoustic and Ultrasonic ImagingAdvanced Image Processing TechniquesNumerical methods in inverse problemsAdvanced Fluorescence Microscopy Techniques
Publications récentes
Learning spatially varying regularisation parameters of low regularity for image reconstruction
Kostas Papafitsoros, Luca Calatroni, Andreas Kofler
0 citationsarXiv (Cornell University)
Relax and Follow: L0-Path Computation with L0-Bregman Relaxations
Mhamed Essafri, Luca Calatroni, Emmanuel Soubies
0 citationsHAL (Le Centre pour la Communication Scientifique Directe)
Relax and Follow: L0-Path Computation with L0-Bregman Relaxations
Mhamed Essafri, Luca Calatroni, Emmanuel Soubies
0 citationsarXiv (Cornell University)
Self-Tuning Regularization for Image Scanning Microscopy
Sofia Agostoni, Lisa Cuneo, Christian Daniele, Giacomo Garrè et autres
0 citationsarXiv (Cornell University)
Self-Tuning Regularization for Image Scanning Microscopy
Sofia Agostoni, Lisa Cuneo, Christian Daniele, Giacomo Garrè et autres
0 citationsarXiv (Cornell University)
Deep Equilibrium Models for Poisson Imaging Inverse Problems via Mirror Descent
C. J. Daniele, Silvia Villa, Samuel Vaiter, Luca Calatroni
0 citationsSIAM Journal on Imaging Sciences
A Comparative Study of MAP and LMMSE Estimators for Blind Inverse Problems
Nathan Buskulic, Luca Calatroni
0 citationsHAL (Le Centre pour la Communication Scientifique Directe)
A Comparative Study of MAP and LMMSE Estimators for Blind Inverse Problems
Nathan Buskulic, Luca Calatroni
0 citationsarXiv (Cornell University)
On the Sample Complexity of Learning for Blind Inverse Problems
Nathan Buskulic, Luca Calatroni, Lorenzo Rosasco, Silvia Villa
0 citationsHAL (Le Centre pour la Communication Scientifique Directe)
On the Sample Complexity of Learning for Blind Inverse Problems
Nathan Buskulic, Luca Calatroni, Lorenzo Rosasco, Silvia Villa
0 citationsarXiv (Cornell University)
Correlate Spectral and Time-resolved Fluorescence Imaging of Perovskite Half-cells and Record their Degradation with Self-supervised Learning
Tommaso Raimondi, Gabriele Scrivanti, Anna Capitaine, Luca Calatroni et autres
0 citations
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