עקוב אחר
Pierre Vandergheynst
Pierre Vandergheynst
Professor of Electrical Engineering, Ecole Polytechnique Fédérale de Lausanne (EPFL)
כתובת אימייל מאומתת בדומיין epfl.ch - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Convolutional neural networks on graphs with fast localized spectral filtering‏
M Defferrard, X Bresson, P Vandergheynst‏
Advances in neural information processing systems 29, 2016‏
104032016
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
49012013
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
43902017
Freak: Fast retina keypoint‏
A Alahi, R Ortiz, P Vandergheynst‏
2012 IEEE conference on computer vision and pattern recognition, 510-517, 2012‏
27612012
Wavelets on graphs via spectral graph theory‏
DK Hammond, P Vandergheynst, R Gribonval‏
Applied and Computational Harmonic Analysis 30 (2), 129-150, 2011‏
26162011
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
19152018
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
12072007
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
10632018
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
9372015
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
8952011
Compressed sensing and redundant dictionaries‏
H Rauhut, K Schnass, P Vandergheynst‏
IEEE Transactions on Information Theory 54 (5), 2210-2219, 2008‏
7302008
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
7142016
FMA: A dataset for music analysis‏
M Defferrard, K Benzi, P Vandergheynst, X Bresson‏
arXiv preprint arXiv:1612.01840, 2016‏
5892016
Two-dimensional wavelets and their relatives‏
JP Antoine, R Murenzi, P Vandergheynst, ST Ali‏
Cambridge University Press, 2008‏
5392008
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
4602003
Vertex-frequency analysis on graphs‏
DI Shuman, B Ricaud, P Vandergheynst‏
Applied and Computational Harmonic Analysis 40 (2), 260-291, 2016‏
4562016
GSPBOX: A toolbox for signal processing on graphs‏
N Perraudin, J Paratte, D Shuman, L Martin, V Kalofolias, ...‏
arXiv preprint arXiv:1408.5781, 2014‏
3942014
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
3302009
Stationary signal processing on graphs‏
N Perraudin, P Vandergheynst‏
IEEE Transactions on Signal Processing 65 (13), 3462-3477, 2017‏
2752017
Wavelets on the 2-sphere: A group-theoretical approach‏
JP Antoine, P Vandergheynst‏
Applied and Computational Harmonic Analysis 7 (3), 262-291, 1999‏
2751999
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מאמרים 1–20