Scholar
Emmanuel Soubies
Google Scholar ID: OouTPC0AAAAJ
CNRS, IRIT, Signal & Communications Group
Inverse Problems
Computational Imaging
Optimization
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Citations & Impact
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Citations
886
H-index
14
i10-index
16
Publications
20
Co-authors
49
list available
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Publications
2 items
Proximal Operators of Sorted Nonconvex Penalties
2025
Cited
0
Convexity in ReLU Neural Networks: beyond ICNNs?
2025
Cited
0
Resume (English only)
Research Experience
- Since 2019, CNRS researcher, Signal & Communications Group, IRIT Laboratory
- 2016-2018, Postdoctoral researcher, Biomedical Imaging Group, EPFL, Directed by: Michael Unser
Education
- PhD, 2013-2016, Morpheme team (INRIA/CNRS/UNS), Supervisors: Laure Blanc-Féraud, Sébastien Schaub, and Gilles Aubert
Background
- Research Interests: Inverse problems in imaging and Sparse optimization
- Keywords: Inverse problems, Large-scale convex and non-convex optimization, Sparse modeling, Machine learning, Neural networks, Variational methods, Optical modeling, Microscopy
- Imaging modalities: Widefield/confocal fluorescent microscopy, Single Molecule Localization Microscopy (SMLM), Structured Illumination Microscopy (SIM), Multi-Angle Total-Internal Reflexion Fluo (MA-TIRF), Optical Diffraction Tomography (ODT), Cryogenic Electron Microscopy (Cryo-EM), Interference Scanning Optical probe Microscopy (ISOM), Ultrasound Imaging
Co-authors
49 total
Michael Unser
Professor, Biomedical Imaging Group, Ecole Polytechnique Fédérale de Lausanne (EPFL), Switzerland
Co-author 2
Co-author 3
Co-author 4
Co-author 5
Co-author 6
Demetri Psaltis
Ecole Polytechnique Federale de Lausanne
Gabriel Peyré
CNRS, DMA, Ecole Normale Supérieure
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