François Malgouyres

44 papers A* 4B 4C 1Journal 27Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
HadamRNN: Binary and Sparse Ternary Orthogonal RNNs.
CoRR
Armand Foucault, Franck Mamalet, François Malgouyres
2025 A* conf
Hadamrnn: Binary and Sparse Ternary orthogonal RNNs.
ICLR
Armand Foucault, François Malgouyres, Franck Mamalet
2024 J jnl
Geometry-induced Implicit Regularization in Deep ReLU Neural Networks.
CoRR
Joachim Bona-Pellissier, François Malgouyres, François Bachoc
2024 J jnl
Quantized Approximately Orthogonal Recurrent Neural Networks.
CoRR
Armand Foucault, Franck Mamalet, François Malgouyres
2024 A* conf
Straight-Through Meets Sparse Recovery: the Support Exploration Algorithm.
ICML
Mimoun Mohamed, François Malgouyres, Valentin Emiya, Caroline Chaux
2024 J jnl
The Loss Landscape of Deep Linear Neural Networks: a Second-order Analysis.
J. Mach. Learn. Res.
El Mehdi Achour, François Malgouyres, Sébastien Gerchinovitz
2023 J jnl
Parameter identifiability of a deep feedforward ReLU neural network.
Mach. Learn.
Joachim Bona-Pellissier, François Bachoc, François Malgouyres
2023 J jnl
Support Exploration Algorithm for Sparse Support Recovery.
CoRR
Mimoun Mohamed, François Malgouyres, Valentin Emiya, Caroline Chaux
2022 A* conf
A general approximation lower bound in $L^p$ norm, with applications to feed-forward neural networks.
NeurIPS
El Mehdi Achour, Armand Foucault, Sébastien Gerchinovitz, François Malgouyres
2022 J jnl
A general approximation lower bound in L
CoRR
El Mehdi Achour, Armand Foucault, Sébastien Gerchinovitz, François Malgouyres
2022 J jnl
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks.
J. Mach. Learn. Res.
El Mehdi Achour, François Malgouyres, Franck Mamalet
2022 A* conf
Local Identifiability of Deep ReLU Neural Networks: the Theory.
NeurIPS
Joachim Bona-Pellissier, François Malgouyres, François Bachoc
2021 J jnl
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks.
CoRR
El Mehdi Achour, François Malgouyres, Franck Mamalet
2021 — conf
Overestimation Learning with Guarantees.
SafeAI@AAAI
Adrien Gauffriau, François Malgouyres, Mélanie Ducoffe
2021 J jnl
Overestimation learning with guarantees.
CoRR
Adrien Gauffriau, François Malgouyres, Mélanie Ducoffe
2021 J jnl
The loss landscape of deep linear neural networks: a second-order analysis.
CoRR
El Mehdi Achour, François Malgouyres, Sébastien Gerchinovitz
2020 — conf
Learning Optimal Shape Representations for Multi-Modal Image Registration.
ISBI
Éloïse Grossiord, Laurent Risser, Salim Kanoun, Soléakhéna Ken, François Malgouyres
2020 J jnl
Multilayer Joint Segmentation Using MRF and Graph Cuts.
J. Math. Imaging Vis.
Nicolas Lermé, Sylvie Le Hégarat-Mascle, François Malgouyres, Marie Lachaize
2020 — conf
On the stable recovery of deep structured linear networks under sparsity constraints.
MSML
François Malgouyres
2019 — conf
Loss functions for denoising compressed images: a comparative study.
EUSIPCO
Thomas Oberlin, François Malgouyres, Jin-Yi Wu
2019 J jnl
Multilinear Compressive Sensing and an Application to Convolutional Linear Networks.
SIAM J. Math. Data Sci.
François Malgouyres, Joseph Landsberg
2018 — conf
Regularized multi-label fast marching and application to whole-body image segmentation.
ISBI
Laurent Risser, Soléakhéna Ken, Sandra Lebreton, Éloïse Grossiord, Salim Kanoun, François Malgouyres
2017 J jnl
Multilinear compressive sensing and an application to convolutional linear networks.
CoRR
François Malgouyres, Joseph Landsberg
2017 J jnl
Regularized Non-local Total Variation and Application in Image Restoration.
J. Math. Imaging Vis.
Zhi Li, François Malgouyres, Tieyong Zeng
2017 J jnl
Stable recovery of the factors from a deep matrix product and application to convolutional networks. Focus on sparsity constraints.
CoRR
François Malgouyres, Joseph Landsberg
2016 B conf
On the identifiability and stable recovery of deep/multi-layer structured matrix factorization.
ITW
François Malgouyres, Joseph Landsberg
2015 J jnl
Toward Fast Transform Learning.
Int. J. Comput. Vis.
Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon
2014 J jnl
A reduction method for graph cut optimization.
Pattern Anal. Appl.
Nicolas Lermé, François Malgouyres
2014 B conf
Numerical study of an optimization problem for mosaic active imaging.
ICIP
Nicolas Lermé, François Malgouyres, Emmanuelle Thouin, Dominique Hamoir
2014 J jnl
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14).
CoRR
Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic
2013 J jnl
Image restoration using sparse approximations of spatially varying blur operators in the wavelet domain
CoRR
Paul Escande, Pierre Weiss, François Malgouyres
2013 C conf
Spatially Varying Blur Recovery - Diagonal Approximations in the Wavelet Domain.
ICPRAM
Paul Escande, Pierre Weiss, François Malgouyres
2012 B conf
Simultaneous Segmentation and Filtering via Reduced Graph Cuts.
ACIVS
Nicolas Lermé, François Malgouyres
2011 J jnl
Matching pursuit shrinkage in Hilbert spaces.
Signal Process.
Tieyong Zeng, François Malgouyres
2011 J jnl
Reduced graphs for min-cut/max-flow approaches in image segmentation.
Electron. Notes Discret. Math.
Nicolas Lermé, Lucas Létocart, François Malgouyres
2010 B conf
Reducing graphs in graph cut segmentation.
ICIP
Nicolas Lermé, François Malgouyres, Lucas Létocart
2009 J jnl
A Predual Proximal Point Algorithm Solving a Non Negative Basis Pursuit Denoising Model.
Int. J. Comput. Vis.
François Malgouyres, Tieyong Zeng
2007 J jnl
Image Compression Through a Projection onto a Polyhedral Set.
J. Math. Imaging Vis.
François Malgouyres
2007 J jnl
Rank related properties for Basis Pursuit and total variation regularization.
Signal Process.
François Malgouyres
2006 — conf
Using Gabor Dictionaries in A TV - L
ICASSP (2)
Tieyong Zeng, François Malgouyres
2002 J jnl
Minimizing the total variation under a general convex constraint for image restoration.
IEEE Trans. Image Process.
François Malgouyres
2001 J jnl
Edge Direction Preserving Image Zooming: A Mathematical and Numerical Analysis.
SIAM J. Numer. Anal.
François Malgouyres, Frédéric Guichard
2001 — conf
Total Variation Based Oversampling of Noisy Images.
Scale-Space
François Malgouyres
1998 — conf
Total variation based interpolation.
EUSIPCO
Frédéric Guichard, François Malgouyres