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Structured sampling and fast reconstruction of smooth graph signals

Gilles Puy , Patrick Pérez
2017
Preprints, Working Papers, ... hal-01485647v1
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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⟩
Journal articles hal-00784410v1
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Balancing Sparsity and Rank Constraints in Quadratic Basis Pursuit

Cagdas Bilen , Gilles Puy , Rémi Gribonval , Laurent Daudet
2014
Preprints, Working Papers, ... hal-00960272v2
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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 et al.
2014 IEEE International Workshop on Machine Learning for Signal Processing, Sep 2014, Reims, France. 6 p., ⟨10.1109/MLSP.2014.6958871⟩
Conference papers hal-01027609v1
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GraphSamplingBox

Gilles Puy , Nicolas Tremblay , Rémi Gribonval , Pierre Vandergheynst
Software hal-02960713v1
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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
Conference papers hal-00813409v2
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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 et al.
SPARS'09 - Signal Processing with Adaptive Sparse Structured Representations, Inria Rennes - Bretagne Atlantique, Apr 2009, Saint Malo, France
Conference papers 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
Conference papers hal-01523115v1
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CBC4CS (Convex Blind Calibration for Compressive Sensing) Toolbox

Cagdas Bilen , Gilles Puy
Software 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 et al.
41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China
Conference papers hal-01243682v2
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Fast Robust PCA on Graphs

Nauman Shahid , Nathanael Perraudin , Vassilis Kalofolias , Gilles Puy , Pierre Vandergheynst et al.
IEEE Journal of Selected Topics in Signal Processing, 2016, 10 (4), pp.740 - 756. ⟨10.1109/JSTSP.2016.2555239⟩
Journal articles hal-01277624v1
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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 et al.
Software hal-03737572v1
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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
Conference papers inria-00582817v1
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Compressive Spectral Clustering Toolbox

Nicolas Tremblay , Gilles Puy , Rémi Gribonval , Pierre Vandergheynst
Software hal-02960679v1
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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
Conference papers hal-01320214v1
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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⟩
Journal articles hal-01203614v2
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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⟩
Journal articles hal-01277625v2
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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
Conference papers hal-00813421v1

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
Conference papers hal-03541602v1
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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⟩
Book sections hal-01469134v2
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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
Conference papers hal-01447982v1
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Self-supervised learning with rotation-invariant kernels

Léon Zheng , Gilles Puy , Elisa Riccietti , Patrick Pérez , Rémi Gribonval et al.
2022
Preprints, Working Papers, ... hal-03738466v3
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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⟩
Journal articles hal-00853225v6
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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
Conference papers 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⟩
Journal articles hal-01229578v3