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Spatially Varying Blur Recovery - Diagonal Approximations in the Wavelet Domain
Paul Escande
,
Pierre Weiss
,
François Malgouyres
International Conference on Pattern Recognition Applications and Methods, Feb 2013, Barcelona, France. pp.222-228, ⟨10.5220/0004308202220228⟩
Conference papers
hal-02996809v1
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Une méthode de réduction exacte pour la segmentation par graph cuts
Nicolas Lermé
,
François Malgouyres
,
Lucas Létocart
,
Jean-Marie Rocchisani
2011
Preprints, Working Papers, ...
hal-00558895v2
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A Non-Heuristic Reduction Method For Graph Cut Optimization
François Malgouyres
,
Nicolas Lermé
2012
Reports
hal-00692464v3
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Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks
El Mehdi Achour
,
François Malgouyres
,
Franck Mamalet
Journal of Machine Learning Research, 2022, 23 (347), pp.1--56
Journal articles
hal-03315801v3
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Non-heuristic reduction of the graph in graph-cut optimization
François Malgouyres
,
Nicolas Lermé
NCMIP, 2012, Cachan, France. pp.012002
Conference papers
hal-00670091v1
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Average performance of the sparsest approximation in a dictionary
François Malgouyres
,
Mila Nikolova
SPARS'09 - Signal Processing with Adaptive Sparse Structured Representations, Inria Rennes - Bretagne Atlantique, Apr 2009, Saint Malo, France
Conference papers
inria-00369478v1
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Réduction de graphes et flot maximum pour la segmentation et le débruitage d'images
Nicolas Lermé
,
Lucas Létocart
,
François Malgouyres
ROADEF'2011: 12ème congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Mar 2011, Saint-Etienne, France
Conference papers
hal-00596011v1
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On the identifiability and stable recovery of deep/multi-layer structured matrix factorization
François Malgouyres
,
Joseph Landsberg
Information Theory Workshop, 2016, Cambridge, United Kingdom
Conference papers
hal-01287708v1
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A Reduction Method For Graph Cut Optimization
Nicolas Lermé
,
François Malgouyres
Journal articles
hal-01486804v5
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Direct physical modelling and scene reconstruction in order to assess the performance from a new concept of active imaging: Mosaic active imaging system
Emmanuelle Thouin
,
Marie-Thérèse Velluet
,
Dominique Hamoir
,
Laurent Hespel
,
François Malgouyres
,
et al.
10th International IR Target and background modeling & simulation workshop, 2014, Ettlingen, Germany
Conference papers
hal-01486854v1
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Simultaneous Segmentation and Filtering via Reduced Graph Cuts
Nicolas Lermé
,
François Malgouyres
Conference papers
hal-01486861v1
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Stable recovery of the factors from a deep matrix product
François Malgouyres
,
Joseph Landsberg
Signal Processing with Adaptive Sparse Structured Representations (SPARS) , 2017, Lisbonne, Portugal
Conference papers
hal-01417943v2
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Local Identifiability of Deep ReLU Neural Networks: the Theory
Joachim Bona-Pellissier
,
François Malgouyres
,
François Bachoc
Advances in Neural Information Processing Systems, Nov 2022, New Orleans, United States
Conference papers
hal-03687395v2
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Bayesian image restoration for mosaic active imaging
Nicolas Lermé
,
François Malgouyres
,
Dominique Hamoir
,
Emmanuelle Thouin
Inverse Problems and Imaging , 2014, 8 (3), pp.733-760
Journal articles
hal-00758753v3
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Numerical study of an optimization problem for mosaic active imaging
Nicolas Lermé
,
François Malgouyres
,
Emmanuelle Thouin
,
Dominique Hamoir
Conference papers
hal-00935725v3
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Multilinear compressive sensing and an application to convolutional linear networks
François Malgouyres
,
Joseph Landsberg
SIAM Journal on Mathematics of Data Science, 2019, 1 (3), pp.446-475
Journal articles
hal-01494267v4
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Rank related properties, for Basis Pursuit and total variation regularization
François Malgouyres
Signal Processing, 2007, 87 (11), pp.2695-2707
Journal articles
hal-00020801v1
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Reducing graphs in graph cut segmentation
Nicolas Lermé
,
François Malgouyres
,
Lucas Létocart
2010
Preprints, Working Papers, ...
hal-00450858v1
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Image restoration using sparse approximations of spatially varying blur operators in the wavelet domain
Paul Escande
,
Pierre Weiss
,
François Malgouyres
Journal articles
hal-00794274v2
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Average performance of the approximation in a dictionary using an l0 objective
François Malgouyres
,
Mila Nikolova
Journal articles
hal-01486812v1
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Learning a fast transform with a dictionary
Olivier Chabiron
,
François Malgouyres
,
Jean-Yves Tourneret
,
Nicolas Dobigeon
iTwist, Aug 2014, Namur, Belgium. pp.10-12
Conference papers
hal-01134819v2
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The loss landscape of deep linear neural networks: a second-order analysis
El Mehdi Achour
,
François Malgouyres
,
Sébastien Gerchinovitz
2022
Preprints, Working Papers, ...
hal-03299887v2
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Image deblurring, spectrum interpolation and application to satellite imaging
Sylvain Durand
,
François Malgouyres
,
Bernard Rougé
ESAIM: Control, Optimisation and Calculus of Variations, 2000, 5, pp.445-475
Journal articles
hal-00712177v1
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27 Radiomics of Chronic Lymphocytic Leukemia: multi-label whole body MRI segmentation
François Malgouyres
,
Eloïse Grossiord
,
Vijaya Kumar Ghorpade
,
Laurent Risser
,
Aziza Richard
,
et al.
Physica Medica, 2018
Journal articles
hal-03344136v1
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Report on CIMI Thematic Trimester: Machine Learning
Stergos Afantenos
,
Nicolas Couellan
,
Aurélien Garivier
,
Sébastien Gerchinovitz
,
Jean-Michel Loubes
,
et al.
[Rapport de recherche] IRIT : Institut de Recherche en Informatique de Toulouse. 2016
Reports
hal-03155046v1
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Loss functions for denoising compressed images: a comparative study
Thomas Oberlin
,
François Malgouyres
,
Jin-Yi Wu
EUSIPCO, Sep 2019, Coruna, Spain
Conference papers
hal-02952604v2
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Learning optimal shape representations for multi-modal image registration
Eloïse Grossiord
,
Laurent Risser
,
Soleakhena Ken
,
Salim Kanoun
,
François Malgouyres
ISBI, Apr 2020, Iowa city, United States
Conference papers
hal-02431201v1
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Average performance of the sparsest approximation using a general dictionary
François Malgouyres
,
Mila Nikolova
Journal articles
hal-00260707v1
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Average Performance of the Sparsest Approximation Using a General Dictionary
François Malgouyres
,
Mila Nikolova
Journal articles
hal-00631131v1
|
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SPATIALLY VARYING BLUR RECOVERY. Diagonal Approximations in the Wavelet Domain
Paul Escande
,
Pierre Weiss
,
François Malgouyres
2012
Reports
hal-00733194v2
|
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