Emmanuel Soubies

47 papers B 2C 1Misc 2Journal 25Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Box-Constrained $\ell_{0}$ Bregman Relaxations. EUSIPCO M'hamed Essafri, Luca Calatroni, Emmanuel Soubies
2025	J	`jnl`	Convexity in ReLU Neural Networks: Beyond ICNNs? J. Math. Imaging Vis. Anne Gagneux, Mathurin Massias, Emmanuel Soubies, Rémi Gribonval
2025	J	`jnl`	Convexity in ReLU Neural Networks: beyond ICNNs? CoRR Anne Gagneux, Mathurin Massias, Emmanuel Soubies, Rémi Gribonval
2025	J	`jnl`	Exact continuous relaxations of ℓ J. Glob. Optim. M'hamed Essafri, Luca Calatroni, Emmanuel Soubies
2025	J	`jnl`	Fourier Analysis of Interference Scanning Optical Probe Microscopy. IEEE Trans. Computational Imaging Emmanuel Soubies, Wolfgang Bacsa
2025	J	`jnl`	Jackpot: Approximating Uncertainty Domains with Adversarial Manifolds. J. Mach. Learn. Res. Nathanaël Munier, Emmanuel Soubies, Pierre Weiss
2025	Misc	`conf`	Learning Weighted Least Squares Data Term for Poisson Image Deconvolution. ICASSP Abhijit Singh, Emmanuel Soubies, Caroline Chaux
2025	J	`jnl`	Proximal Operators of Sorted Nonconvex Penalties. CoRR Anne Gagneux, Mathurin Massias, Emmanuel Soubies
2024	J	`jnl`	Automatic Tuning of Denoising Algorithms Parameters Without Ground Truth. IEEE Signal Process. Lett. Arthur Floquet, Sayantan Dutta, Emmanuel Soubies, Duong-Hung Pham, Denis Kouame
2024	—	`conf`	On $\ell_{0}$ Bregman-Relaxations for Kullback-Leibler Sparse Regressionx. MLSP M'hamed Essafri, Luca Calatroni, Emmanuel Soubies
2023	—	`conf`	Deep Unrolling for Nonconvex Robust Principal Component Analysis. MLSP Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan
2023	J	`jnl`	Deep Unrolling for Nonconvex Robust Principal Component Analysis. CoRR Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan
2023	B	`conf`	Map-Informed Unrolled Algorithms for Hyper-Parameter Estimation. ICIP Pascal Nguyen, Emmanuel Soubies, Caroline Chaux
2023	J	`jnl`	Sphere Refinement in Gap Safe Screening. IEEE Signal Process. Lett. Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte
2022	J	`jnl`	Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe Screening. CoRR Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte
2022	J	`jnl`	Leveraging Joint-Diagonalization in Transform-Learning NMF. IEEE Trans. Signal Process. Sixin Zhang, Emmanuel Soubies, Cédric Févotte
2021	—	`conf`	Diffraction Tomography From Single-Molecule Localization Microscopy: Numerical Feasibility. ISBI Thanh-An Pham, Emmanuel Soubies, Ferréol Soulez, Michael Unser
2021	J	`jnl`	Direction-of-Arrival Estimation Through Exact Continuous ℓ IEEE Signal Process. Lett. Emmanuel Soubies, Adílson Chinatto, Pascal Larzabal, João M. T. Romano, Laure Blanc-Féraud
2021	J	`jnl`	Expanding Boundaries of Gap Safe Screening. J. Mach. Learn. Res. Cássio Fraga Dantas, Emmanuel Soubies, Cédric Févotte
2021	J	`jnl`	Expanding boundaries of Gap Safe screening. CoRR Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte
2021	J	`jnl`	On the Relationships between Transform-Learning NMF and Joint-Diagonalization. CoRR Sixin Zhang, Emmanuel Soubies, Cédric Févotte
2021	Misc	`conf`	Safe Screening for Sparse Regression with the Kullback-Leibler Divergence. ICASSP Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte
2020	—	`conf`	Adaptive Regularization for Three-Dimensional Optical Diffraction Tomography. ISBI Thanh-An Pham, Emmanuel Soubies, Ahmed B. Ayoub, Demetri Psaltis, Michael Unser
2020	—	`conf`	Dictionary Learning with Statistical Sparsity in the Presence of Noise. EUSIPCO Shayan Aziznejad, Emmanuel Soubies, Michael Unser
2020	J	`jnl`	Joint Angular Refinement and Reconstruction for Single-Particle Cryo-EM. IEEE Trans. Image Process. Mona Zehni, Laurène Donati, Emmanuel Soubies, Zhizhen Zhao, Michael Unser
2020	J	`jnl`	New Insights on the Optimality Conditions of the ℓ J. Math. Imaging Vis. Emmanuel Soubies, Laure Blanc-Féraud, Gilles Aubert
2020	J	`jnl`	On the Identifiability of Transform Learning for Non-Negative Matrix Factorization. IEEE Signal Process. Lett. Sixin Zhang, Emmanuel Soubies, Cédric Févotte
2020	J	`jnl`	Three-Dimensional Optical Diffraction Tomography With Lippmann-Schwinger Model. IEEE Trans. Computational Imaging Thanh-An Pham, Emmanuel Soubies, Ahmed B. Ayoub, Joowon Lim, Demetri Psaltis, Michael Unser
2019	—	`conf`	Closed-Form Expression Of The Fourier Ring-Correlation For Single-Molecule Localization Microscopy. ISBI Thanh-An Pham, Emmanuel Soubies, Daniel Sage, Michael Unser
2019	J	`jnl`	Computational Super-Sectioning for Single-Slice Structured-Illumination Microscopy. IEEE Trans. Computational Imaging Emmanuel Soubies, Michael Unser
2019	—	`conf`	Improving 3D MA-TIRF Reconstruction with Deconvolution and Background Estimation. ISBI Emmanuel Soubies, Laure Blanc-Féraud, Sébastien Schaub, Ellen Van Obberghen-Schilling
2019	—	`conf`	Inner-Loop-Free Admm For Cryo-Em. ISBI Laurène Donati, Emmanuel Soubies, Michael Unser
2019	—	`conf`	Joint density map and continuous angular refinement in cryo-electron microscopy. Computational Imaging Mona Zehni, Laurène Donati, Emmanuel Soubies, Zhizhen Zhao, Minh N. Do, Michael Unser
2018	—	`conf`	Phaseless diffraction tomography with regularized beam propagation. ISBI Thanh-An Pham, Emmanuel Soubies, Joowon Lim, Alexandre Goy, Ferréol Soulez, Demetri Psaltis, Michael Unser
2018	J	`jnl`	Pocket Guide to Solve Inverse Problems with GlobalBioIm. CoRR Emmanuel Soubies, Ferréol Soulez, Michael T. McCann, Thanh-An Pham, Laurène Donati, Thomas Debarre, Daniel Sage, Michael Unser
2017	J	`jnl`	A Unified View of Exact Continuous Penalties for ℓ SIAM J. Optim. Emmanuel Soubies, Laure Blanc-Féraud, Gilles Aubert
2017	J	`jnl`	Efficient Inversion of Multiple-Scattering Model for Optical Diffraction Tomography. CoRR Emmanuel Soubies, Thanh-An Pham, Michael Unser
2017	—	`conf`	High density molecule localization for super-resolution microscopy using CEL0 based sparse approximation. ISBI Simon Gazagnes, Emmanuel Soubies, Laure Blanc-Féraud
2016	—	`conf`	A framework for multi-angle TIRF microscope calibration. ISBI Emmanuel Soubies, Sebastien Schaub, Agata Radwanska, Ellen Van Obberghen-Schilling, Laure Blanc-Féraud, Gilles Aubert
2016	J	`jnl`	Erratum: A Continuous Exact ℓ SIAM J. Imaging Sci. Emmanuel Soubies, Laure Blanc-Féraud, Gilles Aubert
2015	J	`jnl`	A Continuous Exact ℓ SIAM J. Imaging Sci. Emmanuel Soubies, Laure Blanc-Féraud, Gilles Aubert
2015	—	`conf`	Cells detection using segmentation competition. ISBI Emmanuelle Poulain, Sylvain Prigent, Emmanuel Soubies, Xavier Descombes
2015	—	`conf`	ℓ0-optimization for channel and DOA sparse estimation. CAMSAP Adílson Chinatto, Emmanuel Soubies, Cynthia Junqueira, João M. T. Romano, Pascal Larzabal, Jean-Pierre Barbot, Laure Blanc-Féraud
2014	—	`conf`	A 3D model with shape prior information for biological structures reconstruction using multiple-angle total internal reflection fluorescence microscopy. ISBI Emmanuel Soubies, Laure Blanc-Féraud, Sebastien Schaub, Gilles Aubert
2014	B	`conf`	Sparse reconstruction from Multiple-Angle Total Internal Reflection fluorescence Microscopy. ICIP Emmanuel Soubies, Laure Blanc-Féraud, Sebastien Schaub, Gilles Aubert
2013	C	`conf`	A 3D Segmentation Algorithm for Ellipsoidal Shapes - Application to Nuclei Extraction. ICPRAM Emmanuel Soubies, Pierre Weiss, Xavier Descombes
2013	—	`conf`	Graph Cut Based Segmentation of Predefined Shapes: Applications to Biological Imaging. ICPRAM (Selected Papers) Emmanuel Soubies, Pierre Weiss, Xavier Descombes