Caroline Chaux

64 papers A* 1B 5Misc 9Journal 28Unranked 20
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Learning Permutations in Monarch Factorization.
ICASSP
Mimoun Mohamed, Valentin Emiya, Caroline Chaux
2025 Misc conf
Learning Weighted Least Squares Data Term for Poisson Image Deconvolution.
ICASSP
Abhijit Singh, Emmanuel Soubies, Caroline Chaux
2025 J jnl
Memory Limitations of Prompt Tuning in Transformers.
CoRR
Maxime Meyer, Mario Michelessa, Caroline Chaux, Vincent Y. F. Tan
2025 J jnl
Unveiling and Mitigating Adversarial Vulnerabilities in Iterative Optimizers.
CoRR
Elad Sofer, Tomer Shaked, Caroline Chaux, Nir Shlezinger
2025 J jnl
Unveiling and Mitigating Adversarial Vulnerabilities in Iterative Optimizers.
IEEE Trans. Signal Process.
Elad Sofer, Tomer Shaked, Caroline Chaux, Nir Shlezinger
2024 A* conf
Straight-Through Meets Sparse Recovery: the Support Exploration Algorithm.
ICML
Mimoun Mohamed, François Malgouyres, Valentin Emiya, Caroline Chaux
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
Support Exploration Algorithm for Sparse Support Recovery.
CoRR
Mimoun Mohamed, François Malgouyres, Valentin Emiya, Caroline Chaux
2021 J jnl
Time-Frequency Fading Algorithms Based on Gabor Multipliers.
IEEE J. Sel. Top. Signal Process.
A. Marina Krémé, Valentin Emiya, Caroline Chaux, Bruno Torrésani
2020 J jnl
An adapted linear discriminant analysis with variable selection for the classification in high-dimension, and an application to medical data.
Comput. Stat. Data Anal.
Le Thi Khuyen, Caroline Chaux, Frédéric J. P. Richard, Eric Guedj
2020 Misc conf
Filtering Out Time-Frequency Areas Using Gabor Multipliers.
ICASSP
A. Marina Krémé, Valentin Emiya, Caroline Chaux, Bruno Torrésani
2020 Misc conf
β-NMF and Sparsity Promoting Regularizations for Complex Mixture Unmixing. Application to 2D HSQC NMR.
ICASSP
Afef Cherni, Sandrine Anthoine, Caroline Chaux
2018 Misc conf
Being Low-Rank in the Time-Frequency Plane.
ICASSP
Valentin Emiya, Ronan Hamon, Caroline Chaux
2018 — conf
Characterization of Finite Signals with Low-Rank Stft.
SSP
Konstantin Usevich, Valentin Emiya, David Brie, Caroline Chaux
2018 — conf
Phase Reconstruction for Time-Frequency Inpainting.
LVA/ICA
A. Marina Krémé, Valentin Emiya, Caroline Chaux
2017 — conf
A Proximal Approach for Nonnegative Tensor Decomposition.
LVA/ICA
Xuan Thanh Vu, Caroline Chaux, Nadège Thirion-Moreau, Sylvain Maire
2017 J jnl
Image Analysis Using a Dual-Tree M-Band Wavelet Transform.
CoRR
Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet
2016 J jnl
A Hamiltonian Monte Carlo Method for Non-Smooth Energy Sampling.
IEEE Trans. Signal Process.
Lotfi Chaâri, Jean-Yves Tourneret, Caroline Chaux, Hadj Batatia
2016 B conf
A block parallel majorize-minimize memory gradient algorithm.
ICIP
Sara Cadoni, Emilie Chouzenoux, Jean-Christophe Pesquet, Caroline Chaux
2015 J jnl
A New Stochastic Optimization Algorithm to Decompose Large Nonnegative Tensors.
IEEE Signal Process. Lett.
Xuan Thanh Vu, Sylvain Maire, Caroline Chaux, Nadège Thirion-Moreau
2015 B conf
Sparse adaptive template matching and filtering for 2D seismic images with dual-tree wavelets and proximal methods.
ICIP
Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet
2015 — conf
Sparse signal recovery using a Bernoulli generalized Gaussian prior.
EUSIPCO
Lotfi Chaâri, Jean-Yves Tourneret, Caroline Chaux
2014 J jnl
A Primal-Dual Proximal Algorithm for Sparse Template-Based Adaptive Filtering: Application to Seismic Multiple Removal.
CoRR
Mai Quyen Pham, Laurent Duval, Caroline Chaux, Jean-Christophe Pesquet
2014 J jnl
A Primal-Dual Proximal Algorithm for Sparse Template-Based Adaptive Filtering: Application to Seismic Multiple Removal.
IEEE Trans. Signal Process.
Mai Quyen Pham, Laurent Duval, Caroline Chaux, Jean-Christophe Pesquet
2014 Misc conf
A constrained-based optimization approach for seismic data recovery problems.
ICASSP
Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet
2014 J jnl
An EM Approach for Time-Variant Poisson-Gaussian Model Parameter Estimation.
IEEE Trans. Signal Process.
Anna Jezierska, Caroline Chaux, Jean-Christophe Pesquet, Hugues Talbot, Gilbert Engler
2014 B conf
Iterative poisson-Gaussian noise parametric estimation for blind image denoising.
ICIP
Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot, Caroline Chaux
2014 — conf
Study of different strategies for the Canonical Polyadic decomposition of nonnegative third order tensors with application to the separation of spectra in 3D fluorescence spectroscopy.
MLSP
Xuan Thanh Vu, Caroline Chaux, Sylvain Maire, Nadège Thirion-Moreau
2013 J jnl
A Parallel Proximal Splitting Method for Disparity Estimation from Multicomponent Images Under Illumination Variation.
J. Math. Imaging Vis.
Caroline Chaux, Mireille El Gheche, Joumana Farah, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu
2013 — conf
A convex optimization approach for image resolution enhancement from compressed representations.
DSP
Raffaele Gaetano, Béatrice Pesquet-Popescu, Caroline Chaux
2013 Misc conf
ML estimation of wavelet regularization hyperparameters in inverse problems.
ICASSP
Roberto Cavicchioli, Caroline Chaux, Laure Blanc-Féraud, Luca Zanni
2013 Misc conf
Seismic multiple removal with a primal-dual proximal algorithm.
ICASSP
Mai Quyen Pham, Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet
2012 — conf
A convex variational approach for multiple removal in seismic data.
EUSIPCO
Diego Gragnaniello, Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval
2012 — conf
Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging.
ISBI
Anna Jezierska, Hugues Talbot, Caroline Chaux, Jean-Christophe Pesquet, Gilbert Engler
2012 J jnl
Relaxing Tight Frame Condition in Parallel Proximal Methods for Signal Restoration.
IEEE Trans. Signal Process.
Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux
2011 J jnl
A Panorama on Multiscale Geometric Representations, Intertwining Spatial, Directional and Frequency Selectivity
CoRR
Laurent Jacques, Laurent Duval, Caroline Chaux, Gabriel Peyré
2011 J jnl
A Spatial Regularization Approach for Vector Quantization.
J. Math. Imaging Vis.
Caroline Chaux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot
2011 J jnl
A panorama on multiscale geometric representations, intertwining spatial, directional and frequency selectivity.
Signal Process.
Laurent Jacques, Laurent Duval, Caroline Chaux, Gabriel Peyré
2011 — conf
An EM approach for Poisson-Gaussian noise modeling.
EUSIPCO
Anna Jezierska, Caroline Chaux, Jean-Christophe Pesquet, Hugues Talbot
2011 — conf
Disparity map estimation under convex constraints using proximal algorithms.
SiPS
Mireille El Gheche, Jean-Christophe Pesquet, Joumana Farah, Caroline Chaux, Béatrice Pesquet-Popescu
2011 — conf
Image reconstruction from multiple sensors using stein's principle. Application to parallel MRI.
ISBI
Alexandru Marin, Caroline Chaux, Jean-Christophe Pesquet, Philippe Ciuciu
2011 J jnl
Noise Covariance Properties in Dual-Tree Wavelet Decompositions
CoRR
Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval
2011 J jnl
OPTIMED : optimisation itérative pour la résolution de problèmes inverses de grande taille.
Traitement du Signal
Lotfi Chaâri, Emilie Chouzenoux, Nelly Pustelnik, Caroline Chaux, Saïd Moussaoui
2011 J jnl
Parallel Proximal Algorithm for Image Restoration Using Hybrid Regularization.
IEEE Trans. Image Process.
Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet
2011 J jnl
Relaxing Tight Frame Condition in Parallel Proximal Methods for Signal Restoration
CoRR
Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux
2010 B conf
Image quantization under spatial smoothness constraints.
ICIP
Anna Jezierska, Caroline Chaux, Hugues Talbot, Jean-Christophe Pesquet
2010 — conf
Proximal methods for image restoration using a class of non-tight frame representations.
EUSIPCO
Nelly Pustelnik, Jean-Christophe Pesquet, Caroline Chaux
2009 J jnl
A SURE approach for digital signal/image deconvolution problems.
IEEE Trans. Signal Process.
Jean-Christophe Pesquet, Amel Benazza-Benyahia, Caroline Chaux
2009 Misc conf
A wavelet-based quadratic extension method for image deconvolution in the presence of poisson noise.
ICASSP
Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet
2009 — conf
Hybrid regularization for data restoration in the presence of Poisson noise.
EUSIPCO
Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet
2009 J jnl
Nested Iterative Algorithms for Convex Constrained Image Recovery Problems.
SIAM J. Imaging Sci.
Caroline Chaux, Jean-Christophe Pesquet, Nelly Pustelnik
2008 J jnl
A Nonlinear Stein-Based Estimator for Multichannel Image Denoising.
IEEE Trans. Signal Process.
Caroline Chaux, Laurent Duval, Amel Benazza-Benyahia, Jean-Christophe Pesquet
2008 — conf
A constrained forward-backward algorithm for image recovery problems.
EUSIPCO
Nelly Pustelnik, Caroline Chaux, Jean-Christophe Pesquet
2007 — conf
2D Dual-Tree Complex Biorthogonal M-Band Wavelet Transform.
ICASSP (3)
Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval
2007 J jnl
Noise Covariance Properties in Dual-Tree Wavelet Decompositions.
IEEE Trans. Inf. Theory
Caroline Chaux, Jean-Christophe Pesquet, Laurent Duval
2006 — conf
A New Estimator for Image Denoising Using a 2D Dual-Tree M-Band Wavelet Decomposition.
ICASSP (3)
Caroline Chaux, Laurent Duval, Amel Benazza-Benyahia, Jean-Christophe Pesquet
2006 — —
Analyse en ondelettes M-bandes en arbre dual; application à la restauration d'images.
Caroline Chaux
2006 J jnl
Image analysis using a dual-tree M-band wavelet transform.
IEEE Trans. Image Process.
Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet
2006 — conf
Iterative image deconvolution using overcomplete representations.
EUSIPCO
Caroline Chaux, Patrick L. Combettes, Jean-Christophe Pesquet, Valérie R. Wajs
2005 — conf
2D dual-tree M-band wavelet decomposition.
ICASSP (4)
Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet
2004 — conf
Hilbert pairs of M-band orthonormal wavelet bases.
EUSIPCO
Caroline Chaux, Laurent Duval, Jean-Christophe Pesquet
2004 J jnl
Lapped Transforms and Hidden Markov Models for Seismic Data Filtering.
Int. J. Wavelets Multiresolution Inf. Process.
Laurent Duval, Caroline Chaux