Emmanuel Soubies
- Signal et Communications (IRIT-SC)
Publications
Publications
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Proximal Operators of Sorted Nonconvex Penalties2025 |
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Optimization landscape of L0-Bregman relaxations2025 |
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Algorithm unrolling for solving inverse problems in signal and image processingAI4X, Jul 2025, Singapour, Singapore |
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How to improve expressivity of convex ReLU neural networks?GRETSI 2025 - XXXème Colloque Francophone de Traitement du Signal et des Images, Aug 2025, Strasbourg, France |
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Learning Weighted Least Squares Data Term for Poisson Image DeconvolutionIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2025, Hyderabad, India. ⟨10.1109/ICASSP49660.2025.10888144⟩ |
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Jackpot 2.0 : variété d'incertitude pour les problèmes inversesXXXe Colloque Francophone de Traitement du Signal et des Images (GRETSI), Aug 2025, Strasbourg, France |
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Regularization path via L0 Bregman relaxationsGRETSI, Aug 2025, Strasbourg, France |
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Box-constrained L0 Bregman relaxationsEuropean Signal Processing Conference (EUSIPCO), European Association for Signal Processing (EURASIP), Sep 2025, Palerme (Italie), Italy |
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On L0 Bregman-Relaxations for Kullback-Leibler Sparse RegressionMLSP 2024 - IEEE 34th International Workshop on Machine Learning for Signal Processing, Sep 2024, London, United Kingdom. pp.1-6, ⟨10.1109/MLSP58920.2024.10734806⟩ |
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Algorithmes de visualisation de non-identifiabilitéXXIXème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2023), Groupe de Recherche et d'Etudes de Traitement du Signal et des Images, Aug 2023, Grenoble, France |
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MAP-informed Unrolled Algorithms for Hyper-parameter Estimation2023 IEEE International Conference on Image Processing (ICIP), Oct 2023, Kuala Lumpur, Malaysia. pp.2160-2164, ⟨10.1109/ICIP49359.2023.10222154⟩ |
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Deep Unrolling for Nonconvex Robust Principal Component AnalysisIEEE MLSP 2023, Sep 2023, Rome, France. ⟨10.1109/MLSP55844.2023.10285962⟩ |
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Optical Diffraction Tomography Meets Fluorescence Localization Microscopy1st International Symposium on Computational Sensing (ISCS 2023), Jun 2023, Luxembourg, Luxembourg |
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DIFFRACTION TOMOGRAPHY FROM SINGLE-MOLECULE LOCALIZATION MICROSCOPY: NUMERICAL FEASIBILITYIEEE 18th International Symposium on Biomedical Imaging (ISBI), Apr 2021, Nice (Virtual), France |
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Dictionary Learning with Statistical Sparsity in the Presence of Noise28th European Signal Processing Conference - EUSIPCO 2020, Jan 2021, Amsterdam, Netherlands. pp.2026-2029 |
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Safe screening for sparse regression with the Kullback-Leibler divergenceIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto (virtual), Canada |
User-friendly Building of Reconstruction Algorithms with GlobalBioImQuantitative BioImaging Conference 2020, Jan 2020, Oxford, United Kingdom |
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Adaptive Regularization for Three-dimensional Optical Diffraction Tomography, 2020 IEEE 16th International Symposium on Biomedical Imaging (ISBI), Apr 2020, Iowa City, United States. ⟨10.1109/ISBI45749.2020.9098523⟩ |
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The Sliding Frank-Wolfe Algorithm for the BLASSOWorkshop on Signal Processing with Adaptative Sparse Structured Representations - SPARS 2019, Sep 2019, Toulouse, France |
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On the Local Minimizers of the CEL0 RelaxationSPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations - Workshop, Jul 2019, Toulouse, France |
Joint density map and continuous angular refinement in cryo-electron microscopyIS&T International Symposium on Electronic Imaging, Jan 2019, Burlingame, United States. pp.133-1-133-5, ⟨10.2352/ISSN.2470-1173.2019.13.COIMG-133⟩ |
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Closed-Form Expression of the Fourier Ring-Correlation for Single-Molecule Localization MicroscopyISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy |
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Improving 3D MA-TIRF Reconstruction with Deconvolution and Background EstimationIEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy. ⟨10.1109/ISBI.2019.8759103⟩ |
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Inner-Loop Free ADMM for Cryo-EMISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy |
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PHASELESS DIFFRACTION TOMOGRAPHY WITH REGULARIZED BEAM PROPAGATIONIEEE International Symposium on Biomedical Imaging (ISBI), 2018, Washington, United States. ⟨10.1109/isbi.2018.8363802⟩ |
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High density molecule localization for super-resolution microscopy using CEL0 based sparse approximationISBI 2017 - IEEE International Symposium on Biomedical Imaging, Apr 2017, Melbourne, Australia. pp.4, ⟨10.1109/ISBI.2017.7950460⟩ |
GlobalBioIm: A Unifying Computational Framework for Solving Inverse ProblemsOSA Imaging and Applied Optics Congress on Computational Optical Sensing and Imaging (COSI'17), 2017, San Francisco, United States |
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Quelles relaxations continues pour le critère $l2-l0$ ?Colloque Gretsi, Sep 2017, Juan-Les-Pins, France. pp.4 |
Some results on sparse L2-L0 reconstruction: Continuous Exact L0 penaltiesWorkshop ATLAS on mathematical and algorithmimcal approaches for high dimensional problems in data sciences. , GdR MaDICS, May 2016, Grenoble, France |
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Some results on sparse L2-L0 reconstruction: Continuous Exact L0 penaltiesNCMIP 2016 - New Computational Methods for Inverse Problem , ENS Cachan, Apr 2016, Cachan, France |
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A Framework for Multi-angle Tirf Microscope CalibrationISBI - International Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic. pp.4, ⟨10.1109/ISBI.2016.7493355⟩ |
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CEL0: a continuous alternative to l0 penaltySignal Processing with Adaptive Sparse Structured Representations (SPARS), Jul 2015, Cambridge, United Kingdom |
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Cells Detection Using Segmentation CompetitionISBI - International Symposium on Biomedical Imaging, Apr 2015, Brooklyn, United States. ⟨10.1109/ISBI.2015.7164090⟩ |
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L0-Optimization for Channel and DOA Sparse EstimationInternational Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2015, Cancun, Mexico. pp.305-308, ⟨10.1109/CAMSAP.2015.7383797⟩ |
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Seuillage CEL0 pour la minimisation l2- l0 : comparaisons avec IHTColloque Gretsi, Sep 2015, Lyon, France. pp.4 |
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A 3D model with shape prior information for biological structures reconstruction using Multiple-Angle Total Internal Reflection Fluorescence MicroscopyISBI - International Symposium on Biomedical Imaging, Apr 2014, Beijing, China. pp.608 - 611, ⟨10.1109/ISBI.2014.6867944⟩ |
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Sparse reconstruction from Multiple-Angle Total Internal Reflection Fluorescence MicroscopyICIP - International Conference on Image Processing, Oct 2014, Paris, France. pp.2844 - 2848, ⟨10.1109/ICIP.2014.7025575⟩ |
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A 3D segmentation algorithm for ellipsoidal shapes. Application to nuclei extraction.ICPRAM - International Conference on Pattern Recognition Applications and Methods, Feb 2013, Barcelona, Spain. pp.97-105 |
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Exploring instabilities of inverse problem solvers with low-dimensional manifoldsAlemdar Hasanov Hasanoğlu, Roman Novikov, Karel Van Bockstal. Inverse Problems: Modelling and Simulation. Extended Abstracts of the IPMS Conference 2024, Birkhäuser Cham, 2025, 978-3-031-87212-9 |
Graph Cut Based Segmentation of Predefined Shapes: Applications to Biological ImagingPattern Recognition Applications and Methods., 318, Springer-Verlag, pp.153-170, 2015, Advances in Intelligent Systems and Computing, 978-3-319-12610-4. ⟨10.1007/978-3-319-12610-4_10⟩ |
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Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe ScreeningIRIT - Institut de Recherche en Informatique de Toulouse. 2023 |