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François-Xavier Dupé

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Documents

Publications

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Kernelized multi-graph matching

François-Xavier Dupé , Rohit Yadav , Guillaume Auzias , S. Takerkart
14th Asian Conference on Machine Learning (ACML 2022), Dec 2022, Hyderabad, India
Communication dans un congrès hal-03809028v1
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On the relevance of multi-graph matching for sulcal graphs

R Yadav , François-Xavier Dupé , S Takerkart , G Auzias
IEEE International Conference on Image Processing (ICIP 2022), Oct 2022, Bordeaux, France
Communication dans un congrès hal-03776013v1
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Labelling Sulcal Graphs Across Indiviuals Using Multigraph Matching

N. Buskulic , François-Xavier Dupé , S. Takerkart , Guillaume Auzias
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), Apr 2021, Nice, France. pp.1486-1490, ⟨10.1109/ISBI48211.2021.9434035⟩
Communication dans un congrès hal-03401832v1
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Mapping individual differences in cortical architecture using multi-view representation learning

Akrem Sellami , François-Xavier Dupé , Bastien Cagna , Hachem Kadri , Stéphane Ayache
IJCNN 2020 - International Joint Conference on Neural Networks, Jul 2020, Glasgow, United Kingdom
Communication dans un congrès hal-02520673v1
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Learning from Diffusion-Weighted Magnetic Resonance Images using graph kernels

Sylvain Takerkart , Gottfried Berton , Nicole Malfait , François-Xavier Dupé
11th IAP Workshop on Graph-based Representation, GbR2017, May 2017, Anacapri, Italy
Communication dans un congrès hal-01484660v1
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Generalized Subspace Pursuit and an application to sparse Poisson denoising

François-Xavier Dupé , Sandrine Anthoine
International Conference on Image Processing (ICIP) 2014, IEEE conference on,, Oct 2014, Paris, France
Communication dans un congrès hal-01071760v1
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A greedy approach to sparse poisson denoising

François-Xavier Dupé , Sandrine Anthoine
Machine Learning for Signal Processing (MLSP), 2013 IEEE International Workshop on, Sep 2013, Southampton, United Kingdom. pp.1-6, ⟨10.1109/MLSP.2013.6661993⟩
Communication dans un congrès hal-00998189v1
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The Multi-Task Learning View of Multimodal Data

Hachem Kadri , Stéphane Ayache , Cécile Capponi , Sokol Koço , François-Xavier Dupé
Asian Conference on Machine Learning (ACML), Nov 2013, Canberra, Australia. pp.261--276
Communication dans un congrès hal-01070601v1
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Shape Similarity based on Combinatorial Maps and a Tree Pattern Kernel

Luc Brun , Sébastien Bougleux , François-Xavier Dupé , Benoit Gaüzère , Myriam Mokhtari
21st International Conference on Pattern Recognition, Nov 2012, Tsukuba, Japan. pp.000-0000
Communication dans un congrès hal-00768662v1
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Shape Similarity based on a Treelet Kernel with Edition

Sébastien Bougleux , François-Xavier Dupé , Luc Brun , Myriam Mokhtari
Joint IAPR International Workshop, SSPR & SPR 2012, Nov 2012, Hiroshima, Japan. pp.199-207
Communication dans un congrès hal-00768661v1
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Inverse Problems with Poisson noise: Primal and Primal-Dual Splitting

François-Xavier Dupé , Jalal M. Fadili , Jean-Luc Starck
18th IEEE International Conference on Image Processing (ICIP 2011), Sep 2011, Bruxelles, Belgium. ⟨10.1109/ICIP.2011.6115841⟩
Communication dans un congrès hal-00575602v1
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Linear inverse problems with various noise models and mixed regularizations

François-Xavier Dupé , Jalal M. Fadili , Jean-Luc Starck
1st InternationalWorkshop on New Computational Methods for Inverse Problems, May 2011, Cachan, France. ⟨10.4108/icst.valuetools.2011.246491⟩
Communication dans un congrès hal-01080093v1
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Data augmentation for galaxy density map reconstruction

François-Xavier Dupé , Jalal M. Fadili , Jean-Luc Starck
ICIP 2011 - 18th IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium. ⟨10.1109/ICIP.2011.6115674⟩
Communication dans un congrès hal-00575577v1
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Object Classification Based on Graph Kernels

Amal Mahboubi , Luc Brun , François-Xavier Dupé
HPCS 2010, Jun 2010, Caen, France. pp.385-389
Communication dans un congrès hal-00954566v1
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Classification de formes avec un noyau sur graphes flexible et robuste au bruit

François-Xavier Dupé , Luc Brun
Proceedings of RFIA'2010, Jan 2010, Caen, France. 8 p
Communication dans un congrès hal-00806786v1
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Kernel-Based Implicit Regularization of Structured Objects

François-Xavier Dupé , Sébastien Bougleux , Luc Brun , Olivier Lezoray , Abderrahim Elmoataz
International Conference on Pattern Recognition, 2010, Istanbul, Turkey. pp.2142 - 2145, ⟨10.1109/ICPR.2010.525⟩
Communication dans un congrès hal-00521068v1
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Edition within a graph kernel framework for shape recognition

François-Xavier Dupé , Luc Brun
Graph Based Representation in Pattern Recognition 2009, 2009, Venice, Italy. pp.11-20, ⟨10.1007/978-3-642-02124-4_2⟩
Communication dans un congrès hal-00820622v1
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Shape classification using a flexible graph kernel

François-Xavier Dupé , Luc Brun
Proceedings of CAIP 2009, 2009, Münster, Germany. pp.705-713, ⟨10.1007/978-3-642-03767-2_86⟩
Communication dans un congrès hal-00820629v1
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Tree covering within a graph kernel framework for shape classification

François-Xavier Dupé , Luc Brun
I.C.I.A.P 2009, 2009, Vietri sul Mare, Italy. pp.278-287, ⟨10.1007/978-3-642-04146-4_31⟩
Communication dans un congrès hal-00820626v1
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IMAGE DECONVOLUTION UNDER POISSON NOISE USING SPARSE REPRESENTATIONS AND PROXIMAL THRESHOLDING ITERATION

François-Xavier Dupé , Jalal M. Fadili , Jean-Luc Starck
International Conference on Acoustics, Speech, and Signal Processing, Mar 2008, Las Vegas, United States
Communication dans un congrès hal-00243126v3
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Deconvolution of confocal microscopy images using proximal iteration and sparse representations

François-Xavier Dupé , Jalal M. Fadili , Jean-Luc Starck
Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on, May 2008, Paris, France. pp.0, ⟨10.1109/ISBI.2008.4541101⟩
Communication dans un congrès hal-00264964v2
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Hierarchical Bag of Paths for Kernel Based Shape Classification

François-Xavier Dupé , Luc Brun
Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2008), Dec 2008, Orlando, United States. pp.227-236
Communication dans un congrès hal-00332317v1
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Population-wise Labeling of Sulcal Graphs using Multi-graph Matching

Rohit Yadav , François-Xavier Dupé , S. Takerkart , Guillaume Auzias
Article dans une revue hal-03963359v3
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Supervised machine learning on Galactic filaments. Revealing the filamentary structure of the Galactic interstellar medium

A. Zavagno , F. -X. Dupé , S. Bensaid , E. Schisano , G. Li Causi
Astronomy and Astrophysics - A&A, 2023, 669, ⟨10.1051/0004-6361/202244103⟩
Article dans une revue insu-03967851v1
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CONCERTO: Extracting the power spectrum of the [C II ] emission line

M. van Cuyck , N. Ponthieu , G. Lagache , A. Beelen , M. Béthermin
Astronomy and Astrophysics - A&A, 2023, 676, pp.A62. ⟨10.1051/0004-6361/202346270⟩
Article dans une revue hal-04128387v1
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Exploratory Study on Application of MALDI-TOF-MS to Detect SARS-CoV-2 Infection in Human Saliva

Monique Melo Costa , Hugo Martin , Bertrand Estellon , François-Xavier Dupé , Florian Saby
Journal of Clinical Medicine, 2022, 11 (2), pp.295. ⟨10.3390/jcm11020295⟩
Article dans une revue hal-03589803v1
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Generalized Greedy Alternatives

François-Xavier Dupé , Sandrine Anthoine
Applied and Computational Harmonic Analysis, 2018, ⟨10.1016/j.acha.2018.10.005⟩
Article dans une revue hal-01431322v2
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Removal of two large-scale cosmic microwave background anomalies after subtraction of the integrated Sachs-Wolfe effect

A. Rassat , J.-L. Starck , F.-X. Dupé
Astronomy and Astrophysics - A&A, 2013, 557, pp.A32. ⟨10.1051/0004-6361/201219793⟩
Article dans une revue cea-01135418v1
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Deconvolution under Poisson noise using exact data fidelity and synthesis or analysis sparsity priors

François-Xavier Dupé , Jalal M. Fadili , Jean-Luc Starck
Statistical Methodology, 2012, 9 (1-2), pp.4-18. ⟨10.1016/j.stamet.2011.04.008⟩
Article dans une revue hal-00575429v1
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A Compressed Sensing Approach to 3D Weak Lensing

Adrienne Leonard , François-Xavier Dupé , Jean-Luc Starck
Astronomy and Astrophysics - A&A, 2012, 539, pp.A85. ⟨10.1051/0004-6361/201117642⟩
Article dans une revue hal-00658818v1
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An Optimal Approach for Measuring the Integrated Sachs Wolfe Effect

François-Xavier Dupé , Anais Rassat , Jean-Luc Starck , Jalal M. Fadili
Astronomy and Astrophysics - A&A, 2011, 534 (A51), 16 p. ⟨10.1051/0004-6361/201015893⟩
Article dans une revue hal-00808620v1
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A proximal iteration for deconvolving Poisson noisy images using sparse representations

François-Xavier Dupé , Jalal M. Fadili , Jean-Luc Starck
IEEE Transactions on Image Processing, 2009, 18 (2), pp.310-321. ⟨10.1109/TIP.2008.2008223⟩
Article dans une revue hal-00264972v2