Convolutional neural networks on graphs with fast localized spectral filtering M Defferrard, X Bresson, P Vandergheynst Advances in neural information processing systems 29, 2016 | 9361 | 2016 |
The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains DI Shuman, SK Narang, P Frossard, A Ortega, P Vandergheynst IEEE signal processing magazine 30 (3), 83-98, 2013 | 4575 | 2013 |
Geometric deep learning: going beyond euclidean data MM Bronstein, J Bruna, Y LeCun, A Szlam, P Vandergheynst IEEE Signal Processing Magazine 34 (4), 18-42, 2017 | 3933 | 2017 |
Freak: Fast retina keypoint A Alahi, R Ortiz, P Vandergheynst 2012 IEEE conference on computer vision and pattern recognition, 510-517, 2012 | 2711 | 2012 |
Wavelets on graphs via spectral graph theory DK Hammond, P Vandergheynst, R Gribonval Applied and Computational Harmonic Analysis 30 (2), 129-150, 2011 | 2445 | 2011 |
Graph signal processing: Overview, challenges, and applications A Ortega, P Frossard, J Kovačević, JMF Moura, P Vandergheynst Proceedings of the IEEE 106 (5), 808-828, 2018 | 1716 | 2018 |
Fast global minimization of the active contour/snake model X Bresson, S Esedoḡlu, P Vandergheynst, JP Thiran, S Osher Journal of Mathematical Imaging and vision 28 (2), 151-167, 2007 | 1194 | 2007 |
Structured sequence modeling with graph convolutional recurrent networks Y Seo, M Defferrard, P Vandergheynst, X Bresson Neural Information Processing: 25th International Conference, ICONIP 2018 …, 2018 | 910 | 2018 |
Compressed sensing for real-time energy-efficient ECG compression on wireless body sensor nodes H Mamaghanian, N Khaled, D Atienza, P Vandergheynst IEEE Transactions on Biomedical Engineering 58 (9), 2456-2466, 2011 | 890 | 2011 |
Geodesic convolutional neural networks on riemannian manifolds J Masci, D Boscaini, M Bronstein, P Vandergheynst Proceedings of the IEEE international conference on computer vision …, 2015 | 889 | 2015 |
Compressed sensing and redundant dictionaries H Rauhut, K Schnass, P Vandergheynst IEEE Transactions on Information Theory 54 (5), 2210-2219, 2008 | 718 | 2008 |
Learning Laplacian matrix in smooth graph signal representations X Dong, D Thanou, P Frossard, P Vandergheynst IEEE Transactions on Signal Processing 64 (23), 6160-6173, 2016 | 660 | 2016 |
Two-dimensional wavelets and their relatives JP Antoine, R Murenzi, P Vandergheynst, ST Ali Cambridge University Press, 2008 | 514 | 2008 |
FMA: A dataset for music analysis M Defferrard, K Benzi, P Vandergheynst, X Bresson arXiv preprint arXiv:1612.01840, 2016 | 496 | 2016 |
DTI mapping of human brain connectivity: statistical fibre tracking and virtual dissection P Hagmann, JP Thiran, L Jonasson, P Vandergheynst, S Clarke, ... Neuroimage 19 (3), 545-554, 2003 | 464 | 2003 |
Vertex-frequency analysis on graphs DI Shuman, B Ricaud, P Vandergheynst Applied and Computational Harmonic Analysis 40 (2), 260-291, 2016 | 428 | 2016 |
GSPBOX: A toolbox for signal processing on graphs N Perraudin, J Paratte, D Shuman, L Martin, V Kalofolias, ... arXiv preprint arXiv:1408.5781, 2014 | 354 | 2014 |
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 | 317 | 2009 |
Wavelets on the 2-sphere: A group-theoretical approach JP Antoine, P Vandergheynst Applied and Computational Harmonic Analysis 7 (3), 262-291, 1999 | 273 | 1999 |
Stationary signal processing on graphs N Perraudin, P Vandergheynst IEEE Transactions on Signal Processing 65 (13), 3462-3477, 2017 | 257 | 2017 |