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Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
- M. Defferrard, X. Bresson, P. Vandergheynst
- Computer ScienceNIPS
- 30 June 2016
TLDR
The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains
- D. Shuman, S. K. Narang, P. Frossard, Antonio Ortega, P. Vandergheynst
- Computer ScienceIEEE Signal Processing Magazine
- 31 October 2012
TLDR
FREAK: Fast Retina Keypoint
- Alexandre Alahi, Raphael Ortiz, P. Vandergheynst
- Computer ScienceIEEE Conference on Computer Vision and Pattern…
- 1 June 2012
TLDR
Wavelets on Graphs via Spectral Graph Theory
- D. K. Hammond, P. Vandergheynst, R. Gribonval
- Computer Science, MathematicsArXiv
- 19 December 2009
Geometric Deep Learning: Going beyond Euclidean data
- M. Bronstein, Joan Bruna, Yann LeCun, Arthur D. Szlam, P. Vandergheynst
- Computer ScienceIEEE Signal Processing Magazine
- 24 November 2016
TLDR
Fast Global Minimization of the Active Contour/Snake Model
- X. Bresson, S. Esedoglu, P. Vandergheynst, J. Thiran, S. Osher
- Computer ScienceJournal of Mathematical Imaging and Vision
- 1 June 2007
TLDR
Graph Signal Processing: Overview, Challenges, and Applications
- Antonio Ortega, P. Frossard, J. Kovacevic, J. Moura, P. Vandergheynst
- Computer ScienceProceedings of the IEEE
- 1 December 2017
TLDR
Geodesic Convolutional Neural Networks on Riemannian Manifolds
- Jonathan Masci, D. Boscaini, M. Bronstein, P. Vandergheynst
- Computer Science, MathematicsIEEE International Conference on Computer Vision…
- 26 January 2015
TLDR
Learning Laplacian Matrix in Smooth Graph Signal Representations
- Xiaowen Dong, Dorina Thanou, P. Frossard, P. Vandergheynst
- Computer ScienceIEEE Transactions on Signal Processing
- 30 June 2014
TLDR
Structured Sequence Modeling with Graph Convolutional Recurrent Networks
- Youngjoo Seo, M. Defferrard, P. Vandergheynst, X. Bresson
- Computer ScienceICONIP
- 22 December 2016
TLDR
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