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Brain source localization using a physics-driven structured cosparse representation of EEG signals

 Laurent Albera , Srđan Kitić , Nancy Bertin , Gilles Puy , Rémi Gribonval
2014 IEEE International Workshop on Machine Learning for Signal Processing, Sep 2014, Reims, France. 6 p., ⟨10.1109/MLSP.2014.6958871⟩
Communication dans un congrès hal-01027609v1
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Blind Sensor Calibration in Sparse Recovery Using Convex Optimization

 Cagdas Bilen , Gilles Puy , Rémi Gribonval , Laurent Daudet
SAMPTA - 10th International Conference on Sampling Theory and Applications - 2013, Jul 2013, Bremen, Germany
Communication dans un congrès hal-00813409v2
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GraphSamplingBox

 Gilles Puy , Nicolas Tremblay , Rémi Gribonval , Pierre Vandergheynst
2016, ⟨swh:1:dir:e27b8849b4845e050049b1ceae73520a54a7c9f5;origin=https://hal.archives-ouvertes.fr/hal-02960713;visit=swh:1:snp:834da05eaba8d5fd214a05d722acc017d17826dd;anchor=swh:1:rev:3dc10882e6c8e08939d75c364a99a5b4270992e3;path=/⟩
Logiciel hal-02960713v1
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Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques

 Gilles Puy , Pierre Vandergheynst , Rémi Gribonval , Yves Wiaux
EURASIP Journal on Advances in Signal Processing, 2012, 2012 (1), pp.6. ⟨10.1186/1687-6180-2012-6⟩
Article dans une revue hal-00784410v1
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Structured sampling and fast reconstruction of smooth graph signals

 Gilles Puy , Patrick Pérez
2017
Pré-publication, Document de travail hal-01485647v1
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Balancing Sparsity and Rank Constraints in Quadratic Basis Pursuit

 Cagdas Bilen , Gilles Puy , Rémi Gribonval , Laurent Daudet
2014
Pré-publication, Document de travail hal-00960272v2
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Self-supervised learning with rotation-invariant kernels

 Léon Zheng , Gilles Puy , Elisa Riccietti , Patrick Pérez , Rémi Gribonval
The Eleventh International Conference on Learning Representations, May 2023, Kigali, Rwanda
Communication dans un congrès hal-03738466v4
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Compressive Spectral Clustering

 Nicolas Tremblay , Gilles Puy , Rémi Gribonval , Pierre Vandergheynst
33rd International Conference on Machine Learning, Jun 2016, New York, United States
Communication dans un congrès hal-01320214v1
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Blind Phase Calibration in Sparse Recovery

 Cagdas Bilen , Gilles Puy , Rémi Gribonval , Laurent Daudet
EUSIPCO - 21st European Signal Processing Conference - 2013, Sep 2013, Marrakech, Morocco
Communication dans un congrès hal-00813421v1
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Compressive PCA for Low-Rank Matrices on Graphs

 Nauman Shahid , Nathanael Perraudin , Gilles Puy , Pierre Vandergheynst
IEEE Transactions on Signal and Information Processing over Networks, 2016, pp.17. ⟨10.1109/TSIPN.2016.2631890⟩
Article dans une revue hal-01277625v2
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Recipes for stable linear embeddings from Hilbert spaces to $\mathbb{R}^m$

 Gilles Puy , Mike E. Davies , Rémi Gribonval
IEEE Transactions on Information Theory, 2017, ⟨10.1109/TIT.2017.2664858⟩
Article dans une revue hal-01203614v2
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Compressed sensing for radio interferometry : prior-enhanced Basis Pursuit imaging techniques

 Yves Wiaux , Laurent Jacques , Gilles Puy , Anna M. M. Scaife , Pierre Vandergheynst
SPARS'09 - Signal Processing with Adaptive Sparse Structured Representations, Inria Rennes - Bretagne Atlantique, Apr 2009, Saint Malo, France
Communication dans un congrès inria-00369428v1
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Scattering Features for Multimodal Gait Recognition

 Srđan Kitić , Gilles Puy , Patrick Pérez , Philippe Gilberton
GlobalSIP 2017 - 5th IEEE Global Conference on Signal and Information Processing, Nov 2017, Montreal, Canada
Communication dans un congrès hal-01523115v1
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CBC4CS (Convex Blind Calibration for Compressive Sensing) Toolbox

 Cagdas Bilen , Gilles Puy
2013, ⟨swh:1:dir:eddac332b1d60e77d6041a358d6f996a182eee22;origin=https://hal.archives-ouvertes.fr/hal-02960705;visit=swh:1:snp:ad8935e3745a8959fd3aa6b47a9b35efcce1965c;anchor=swh:1:rev:6f777f00b71ace9c14b5eadbaac74262e069f9ee;path=/⟩
Logiciel hal-02960705v1
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Accelerated spectral clustering using graph filtering of random signals

 Nicolas Tremblay , Gilles Puy , Pierre Borgnat , Rémi Gribonval , Pierre Vandergheynst
41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China
Communication dans un congrès hal-01243682v2
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Informed source separation via compressive graph signal sampling

 Gilles Puy , Alexey Ozerov , Ngoc Q K Duong , Patrick Pérez
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States
Communication dans un congrès hal-01447982v1
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Compressed sensing in Hilbert spaces

 Yann Traonmilin , Gilles Puy , Rémi Gribonval , Mike E. Davies
Holger Boche; Giuseppe Caire; Robert Calderbank; Maximilian März; Gitta Kutyniok; Rudolf Mathar. Compressed Sensing and its Applications -- Second International MATHEON Conference 2015, Birkhaüser Basel, pp.359--384, 2018, Series: Applied and Numerical Harmonic Analysis, 978-3-319-69801-4. ⟨10.1007/978-3-319-69802-1_12⟩
Chapitre d'ouvrage hal-01469134v2
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Linear embeddings of low-dimensional subsets of a Hilbert space to $\mathbb{R}^m$

 Gilles Puy , Mike E. Davies , Rémi Gribonval
EUSIPCO - 23rd European Signal Processing Conference, Aug 2015, Nice, France
Communication dans un congrès hal-01116153v2
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Random sampling of bandlimited signals on graphs

 Gilles Puy , Nicolas Tremblay , Rémi Gribonval , Pierre Vandergheynst
Applied and Computational Harmonic Analysis, 2018, 44 (2), pp.446-475. ⟨10.1016/j.acha.2016.05.005⟩
Article dans une revue hal-01229578v3
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Convex Optimization Approaches for Blind Sensor Calibration using Sparsity

 Cagdas Bilen , Gilles Puy , Rémi Gribonval , Laurent Daudet
IEEE Transactions on Signal Processing, 2014, 62 (18), pp.4847-4856. ⟨10.1109/TSP.2014.2342651⟩
Article dans une revue hal-00853225v6

Localizing Objects with Self-Supervised Transformers and no Labels

 Oriane Siméoni , Gilles Puy , Huy V. Vo , Simon Roburin , Spyros Gidaris , et al.
BMVC 2021 - 32nd British Machine Vision Conference, Nov 2021, Virtual, United Kingdom
Communication dans un congrès hal-03541602v1
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Spread Spectrum for Universal Compressive Sampling

 Gilles Puy , Pierre Vandergheynst , Rémi Gribonval , Yves Wiaux
SPARS'11, Jun 2011, Edinburgh, United Kingdom
Communication dans un congrès inria-00582817v1
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Compressive Spectral Clustering Toolbox

 Nicolas Tremblay , Gilles Puy , Rémi Gribonval , Pierre Vandergheynst
2016, ⟨swh:1:dir:8bfdf74037ae1c51335995891c6226e0f85e46e2;origin=https://hal.archives-ouvertes.fr/hal-02960679;visit=swh:1:snp:bc4a2ddf84dd0cc13d74e1970a1471c2574ed6aa;anchor=swh:1:rev:4a9d637ba507a2b93365250428e6e3f021f194d0;path=/⟩
Logiciel hal-02960679v1
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Code for reproducible research - Self-supervised learning with rotation-invariant kernels

 Léon Zheng , Gilles Puy , Elisa Riccietti , Patrick Pérez , Rémi Gribonval
2022, ⟨swh:1:dir:0324646066b76298702273fed6baa6a64cfb5b01;origin=https://hal.archives-ouvertes.fr/hal-03737572;visit=swh:1:snp:c7c35f9273f8f23fd018d4dd6b0aaef7e600b0dc;anchor=swh:1:rel:7b216caea6e30f84fae2f12af6235dcbfbd1a85d;path=/⟩
Logiciel hal-03737572v1
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Fast Robust PCA on Graphs

 Nauman Shahid , Nathanael Perraudin , Vassilis Kalofolias , Gilles Puy , Pierre Vandergheynst
IEEE Journal of Selected Topics in Signal Processing, 2016, 10 (4), pp.740 - 756. ⟨10.1109/JSTSP.2016.2555239⟩
Article dans une revue hal-01277624v1
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