| 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 | 280 | 2009 |
| 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 | 173 | 2018 |
| 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 | 147 | 2014 |
| Compressive spectral clustering N Tremblay, G Puy, R Gribonval, P Vandergheynst International conference on machine learning, 1002-1011, 2016 | 133 | 2016 |
| 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 | 123 | 2016 |
| On Variable Density Compressive Sampling G Puy, P Vandergheynst, Y Wiaux Signal Processing Letters, IEEE 18 (10), 595-598, 2011 | 115 | 2011 |
| 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 | 94 | 2014 |
| 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 | 83 | 2009 |
| FLOT: Scene Flow on Point Clouds guided by Optimal Transport G Puy, A Boulch, R Marlet European Conference on Computer Vision (ECCV), 2020 | 78 | 2020 |
| 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 | 78 | 2012 |
| 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 | 56 | 2012 |
| 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 | 51 | 2021 |
| 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 | 49 | 2021 |
| FKAConv: Feature-Kernel Alignment for Point Cloud Convolution A Boulch, G Puy, R Marlet Asian Conference on Computer Vision (ACCV), 2020 | 47 | 2020 |
| 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 | 37 | 2010 |
| 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 | 36 | 2016 |
| 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 | 33 | 2010 |
| Recipes for stable linear embeddings from Hilbert spaces to R^m G Puy, M Davies, R Gribonval arXiv preprint arXiv:1509.06947, 2015 | 31* | 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 | 29 | 2013 |
| High Resolution Face Age Editing X Yao, G Puy, A Newson, Y Gousseau, P Hellier International Conference on Pattern Recognition (ICPR), 2020 | 27 | 2020 |
Pierre VandergheynstProfessor of Electrical Engineering, Ecole Polytechnique Fédérale de Lausanne (EPFL)Verified email at epfl.ch
