Gilles Puy
Gilles Puy
Research Scientist - valeo.ai
Verified email at valeo.com - Homepage
Title
Cited by
Cited by
Year
Compressed sensing imaging techniques for radio interferometry
Y Wiaux, L Jacques, G Puy, AMM Scaife, P Vandergheynst
Monthly Notices of the Royal Astronomical Society 395 (3), 1733-1742, 2009
2432009
Random sampling of bandlimited signals on graphs
G Puy, N Tremblay, R Gribonval, P Vandergheynst
Applied and Computational Harmonic Analysis 44 (2), 446-475, 2018
1282018
A compressed sensing framework for magnetic resonance fingerprinting
M Davies, G Puy, P Vandergheynst, Y Wiaux
Siam journal on imaging sciences 7 (4), 2623-2656, 2014
1212014
Compressive spectral clustering
N Tremblay, G Puy, R Gribonval, P Vandergheynst
International conference on machine learning, 1002-1011, 2016
1032016
On Variable Density Compressive Sampling
G Puy, P Vandergheynst, Y Wiaux
Signal Processing Letters, IEEE 18 (10), 595-598, 2011
992011
Fast robust PCA on graphs
N Shahid, N Perraudin, V Kalofolias, G Puy, P Vandergheynst
IEEE Journal of Selected Topics in Signal Processing 10 (4), 740-756, 2016
962016
Convex optimization approaches for blind sensor calibration using sparsity
Ç Bilen, G Puy, R Gribonval, L Daudet
IEEE Transactions on Signal Processing 62 (18), 4847-4856, 2014
922014
Spread spectrum for imaging techniques in radio interferometry
Y Wiaux, G Puy, Y Boursier, P Vandergheynst
Monthly Notices of the Royal Astronomical Society 400 (2), 1029-1038, 2009
802009
Spread spectrum magnetic resonance imaging
G Puy, J Marques, R Gruetter, JP Thiran, D Van De
IEEE transactions on medical imaging 31 (3), 586 - 598, 2012
732012
Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques
G Puy, P Vandergheynst, R Gribonval, Y Wiaux
EURASIP Journal on Advances in Signal Processing, 2012
512012
Compressed sensing reconstruction of a string signal from interferometric observations of the cosmic microwave background
Y Wiaux, G Puy, P Vandergheynst
Monthly Notices of the Royal Astronomical Society 402 (4), 2626-2636, 2010
372010
Accelerated spectral clustering using graph filtering of random signals
N Tremblay, G Puy, P Borgnat, R Gribonval, P Vandergheynst
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
312016
Spread spectrum for compressed sensing techniques in magnetic resonance imaging
Y Wiaux, G Puy, R Gruetter, JP Thiran, D Van De Ville, P Vandergheynst
2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2010
312010
Recipes for stable linear embeddings from Hilbert spaces to R^m
G Puy, M Davies, R Gribonval
arXiv preprint arXiv:1509.06947, 2015
25*2015
Sparse image reconstruction on the sphere: implications of a new sampling theorem
JD McEwen, G Puy, JP Thiran, P Vandergheynst, D Van De Ville, Y Wiaux
IEEE Transactions on image processing 22 (6), 2275-2285, 2013
232013
Unifying local and non-local signal processing with graph cnns
G Puy, S Kitic, P Pérez
Deep Learning on Irregular Domain 2017, 2017
202017
Multidimensional Radial Self-Navigation with Compressed Sensing for Free-Breathing Coronary MRI
G Bonanno, G Puy, Y Wiaux, RB van Heeswijk, D Piccini, M Stuber
20*2013
Robust image reconstruction from multiview measurements
G Puy, P Vandergheynst
SIAM Journal on Imaging Sciences 7 (1), 128-156, 2014
172014
FLOT: Scene Flow on Point Clouds guided by Optimal Transport
G Puy, A Boulch, R Marlet
European Conference on Computer Vision (ECCV), 2020
162020
Compressive PCA for low-rank matrices on graphs
N Shahid, N Perraudin, G Puy, P Vandergheynst
IEEE transactions on Signal and Information Processing over Networks 3 (4 …, 2016
14*2016
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