François Malgouyres

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 22

Top Topics

Reduction Method

Graph Cut Optimization

Top Venues

J. Math. Imaging Vis.

Publications

Joachim Bona-Pellissier, François Malgouyres, François Bachoc
Geometry-induced Implicit Regularization in Deep ReLU Neural Networks. CoRR (2024)
Armand Foucault, Franck Mamalet, François Malgouyres
Quantized Approximately Orthogonal Recurrent Neural Networks. CoRR (2024)
Mimoun Mohamed, François Malgouyres, Valentin Emiya, Caroline Chaux
Support Exploration Algorithm for Sparse Support Recovery. CoRR (2023)
Joachim Bona-Pellissier, François Bachoc, François Malgouyres
Parameter identifiability of a deep feedforward ReLU neural network. Mach. Learn. 112 (11) (2023)
El Mehdi Achour, Armand Foucault, Sébastien Gerchinovitz, François Malgouyres
norm, with applications to feed-forward neural networks. CoRR (2022)
Joachim Bona-Pellissier, François Malgouyres, François Bachoc
Local Identifiability of Deep ReLU Neural Networks: the Theory. NeurIPS (2022)
El Mehdi Achour, Armand Foucault, Sébastien Gerchinovitz, François Malgouyres
A general approximation lower bound in $L^p$ norm, with applications to feed-forward neural networks. NeurIPS (2022)
El Mehdi Achour, François Malgouyres, Franck Mamalet
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks. J. Mach. Learn. Res. 23 (2022)
El Mehdi Achour, François Malgouyres, Sébastien Gerchinovitz
The loss landscape of deep linear neural networks: a second-order analysis. CoRR (2021)
Adrien Gauffriau, François Malgouyres, Mélanie Ducoffe
Overestimation Learning with Guarantees. SafeAI@AAAI (2021)
El Mehdi Achour, François Malgouyres, Franck Mamalet
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks. CoRR (2021)
Adrien Gauffriau, François Malgouyres, Mélanie Ducoffe
Overestimation learning with guarantees. CoRR (2021)
Éloïse Grossiord, Laurent Risser, Salim Kanoun, Soléakhéna Ken, François Malgouyres
Learning Optimal Shape Representations for Multi-Modal Image Registration. ISBI (2020)
François Malgouyres
On the stable recovery of deep structured linear networks under sparsity constraints. MSML (2020)
Nicolas Lermé, Sylvie Le Hégarat-Mascle, François Malgouyres, Marie Lachaize
Multilayer Joint Segmentation Using MRF and Graph Cuts. J. Math. Imaging Vis. 62 (6-7) (2020)
François Malgouyres, Joseph Landsberg
Multilinear Compressive Sensing and an Application to Convolutional Linear Networks. SIAM J. Math. Data Sci. 1 (3) (2019)
Thomas Oberlin, François Malgouyres, Jin-Yi Wu
Loss functions for denoising compressed images: a comparative study. EUSIPCO (2019)
Laurent Risser, Soléakhéna Ken, Sandra Lebreton, Éloïse Grossiord, Salim Kanoun, François Malgouyres
Regularized multi-label fast marching and application to whole-body image segmentation. ISBI (2018)
François Malgouyres, Joseph Landsberg
Multilinear compressive sensing and an application to convolutional linear networks. CoRR (2017)
François Malgouyres, Joseph Landsberg
Stable recovery of the factors from a deep matrix product and application to convolutional networks. Focus on sparsity constraints. CoRR (2017)
Zhi Li, François Malgouyres, Tieyong Zeng
Regularized Non-local Total Variation and Application in Image Restoration. J. Math. Imaging Vis. 59 (2) (2017)
François Malgouyres, Joseph Landsberg
On the identifiability and stable recovery of deep/multi-layer structured matrix factorization. ITW (2016)
Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon
Toward Fast Transform Learning. Int. J. Comput. Vis. 114 (2-3) (2015)
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
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR (2014)
Nicolas Lermé, François Malgouyres
A reduction method for graph cut optimization. Pattern Anal. Appl. 17 (2) (2014)
Nicolas Lermé, François Malgouyres, Emmanuelle Thouin, Dominique Hamoir
Numerical study of an optimization problem for mosaic active imaging. ICIP (2014)
Paul Escande, Pierre Weiss, François Malgouyres
Image restoration using sparse approximations of spatially varying blur operators in the wavelet domain CoRR (2013)
Paul Escande, Pierre Weiss, François Malgouyres
Spatially Varying Blur Recovery - Diagonal Approximations in the Wavelet Domain. ICPRAM (2013)
Nicolas Lermé, François Malgouyres
Simultaneous Segmentation and Filtering via Reduced Graph Cuts. ACIVS (2012)
Tieyong Zeng, François Malgouyres
Matching pursuit shrinkage in Hilbert spaces. Signal Process. 91 (12) (2011)
Nicolas Lermé, Lucas Létocart, François Malgouyres
Reduced graphs for min-cut/max-flow approaches in image segmentation. Electron. Notes Discret. Math. 37 (2011)
Nicolas Lermé, François Malgouyres, Lucas Létocart
Reducing graphs in graph cut segmentation. ICIP (2010)
François Malgouyres, Tieyong Zeng
A Predual Proximal Point Algorithm Solving a Non Negative Basis Pursuit Denoising Model. Int. J. Comput. Vis. 83 (3) (2009)
François Malgouyres
Rank related properties for Basis Pursuit and total variation regularization. Signal Process. 87 (11) (2007)
François Malgouyres
Image Compression Through a Projection onto a Polyhedral Set. J. Math. Imaging Vis. 27 (2) (2007)
Tieyong Zeng, François Malgouyres
Model, for Denoising. ICASSP (2) (2006)
François Malgouyres
Minimizing the total variation under a general convex constraint for image restoration. IEEE Trans. Image Process. 11 (12) (2002)
François Malgouyres, Frédéric Guichard
Edge Direction Preserving Image Zooming: A Mathematical and Numerical Analysis. SIAM J. Numer. Anal. 39 (1) (2001)
François Malgouyres
Total Variation Based Oversampling of Noisy Images. Scale-Space (2001)
Frédéric Guichard, François Malgouyres
Total variation based interpolation. EUSIPCO (1998)