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Gilles Puy
Gilles Puy
Research Scientist - valeo.ai
Adresse e-mail validée de valeo.com - Page d'accueil
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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
3232009
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
2152018
Localizing objects with self-supervised transformers and no labels
O Siméoni, G Puy, HV Vo, S Roburin, S Gidaris, A Bursuc, P Pérez, ...
arXiv preprint arXiv:2109.14279, 2021
2082021
FLOT: Scene Flow on Point Clouds guided by Optimal Transport
G Puy, A Boulch, R Marlet
European Conference on Computer Vision (ECCV), 2020
2002020
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
1792014
Compressive spectral clustering
N Tremblay, G Puy, R Gribonval, P Vandergheynst
International conference on machine learning, 1002-1011, 2016
1432016
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
1422016
On Variable Density Compressive Sampling
G Puy, P Vandergheynst, Y Wiaux
Signal Processing Letters, IEEE 18 (10), 595-598, 2011
1252011
Obow: Online bag-of-visual-words generation for self-supervised learning
S Gidaris, A Bursuc, G Puy, N Komodakis, M Cord, P Pérez
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
1142021
Image-to-lidar self-supervised distillation for autonomous driving data
C Sautier, G Puy, S Gidaris, A Boulch, A Bursuc, R Marlet
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
1082022
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
1082014
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
872012
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
832009
FKAConv: Feature-Kernel Alignment for Point Cloud Convolution
A Boulch, G Puy, R Marlet
Asian Conference on Computer Vision (ACCV), 2020
762020
Rangevit: Towards vision transformers for 3d semantic segmentation in autonomous driving
A Ando, S Gidaris, A Bursuc, G Puy, A Boulch, R Marlet
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023
752023
High Resolution Face Age Editing
X Yao, G Puy, A Newson, Y Gousseau, P Hellier
International Conference on Pattern Recognition (ICPR), 2020
622020
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Cloud
B Michele, A Boulch, G Puy, M Bucher, R Marlet
arXiv preprint arXiv:2108.06230, 2021
602021
PCAM: Product of cross-attention matrices for rigid registration of point clouds
AQ Cao, G Puy, A Boulch, R Marlet
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
602021
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
582012
Also: Automotive lidar self-supervision by occupancy estimation
A Boulch, C Sautier, B Michele, G Puy, R Marlet
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
512023
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