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Pierre Vandergheynst
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Publications
- 2018
- [c125]Youngjoo Seo, Michaël Defferrard, Pierre Vandergheynst, Xavier Bresson:
Structured Sequence Modeling with Graph Convolutional Recurrent Networks. ICONIP (1) 2018: 362-373 - 2017
- [j72]Alessandra Griffa, Benjamin Ricaud, Kirell Benzi, Xavier Bresson, Alessandro Daducci, Pierre Vandergheynst, Jean-Philippe Thiran, Patric Hagmann:
Transient networks of spatio-temporal connectivity map communication pathways in brain functional systems. NeuroImage 155: 490-502 (2017) - [c123]Michaël Defferrard, Kirell Benzi, Pierre Vandergheynst, Xavier Bresson:
FMA: A Dataset for Music Analysis. ISMIR 2017: 316-323 - [d1]Michaël Defferrard, Kirell Benzi, Pierre Vandergheynst, Xavier Bresson:
FMA: A Dataset For Music Analysis. UCI Machine Learning Repository, 2017 - 2016
- [c120]Kirell Benzi, Vassilis Kalofolias, Xavier Bresson, Pierre Vandergheynst:
Song recommendation with non-negative matrix factorization and graph total variation. ICASSP 2016: 2439-2443 - [c116]Rodrigo Pena, Xavier Bresson, Pierre Vandergheynst:
Source localization on graphs via ℓ1 recovery and spectral graph theory. IVMSP 2016: 1-5 - [c115]Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst:
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering. NIPS 2016: 3837-3845 - [i55]Kirell Benzi, Vassilis Kalofolias, Xavier Bresson, Pierre Vandergheynst:
Song Recommendation with Non-Negative Matrix Factorization and Graph Total Variation. CoRR abs/1601.01892 (2016) - [i50]Rodrigo Pena, Xavier Bresson, Pierre Vandergheynst:
Source Localization on Graphs via l1 Recovery and Spectral Graph Theory. CoRR abs/1603.07584 (2016) - [i47]Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst:
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering. CoRR abs/1606.09375 (2016) - [i43]Kirell Benzi, Michaël Defferrard, Pierre Vandergheynst, Xavier Bresson:
FMA: A Dataset For Music Analysis. CoRR abs/1612.01840 (2016) - [i42]Youngjoo Seo, Michaël Defferrard, Pierre Vandergheynst, Xavier Bresson:
Structured Sequence Modeling with Graph Convolutional Recurrent Networks. CoRR abs/1612.07659 (2016) - 2015
- [c113]Artiom Kovnatsky, Michael M. Bronstein, Xavier Bresson, Pierre Vandergheynst:
Functional correspondence by matrix completion. CVPR 2015: 905-914 - [c110]Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst:
Robust Principal Component Analysis on Graphs. ICCV 2015: 2812-2820 - [i40]Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst:
Robust Principal Component Analysis on Graphs. CoRR abs/1504.06151 (2015) - 2014
- [i32]Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst:
Matrix Completion on Graphs. CoRR abs/1408.1717 (2014) - [i28]Artiom Kovnatsky, Michael M. Bronstein, Xavier Bresson, Pierre Vandergheynst:
Functional correspondence by matrix completion. CoRR abs/1412.8070 (2014) - 2007
- [j27]Xavier Bresson, Selim Esedoglu, Pierre Vandergheynst, Jean-Philippe Thiran, Stanley J. Osher:
Fast Global Minimization of the Active Contour/Snake Model. J. Math. Imaging Vis. 28(2): 151-167 (2007) - [j25]Iva Bogdanova, Xavier Bresson, Jean-Philippe Thiran, Pierre Vandergheynst:
Scale Space Analysis and Active Contours for Omnidirectional Images. IEEE Trans. Image Process. 16(7): 1888-1901 (2007) - 2006
- [j21]Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran:
A Variational Model for Object Segmentation Using Boundary Information and Shape Prior Driven by the Mumford-Shah Functional. Int. J. Comput. Vis. 68(2): 145-162 (2006) - [j20]Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran:
Multiscale Active Contours. Int. J. Comput. Vis. 70(3): 197-211 (2006) - 2005
- [c31]Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran:
Multiscale Active Contours. Scale-Space 2005: 167-178 - 2003
- [c17]Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran:
A priori information in image segmentation: energy functional based on shape statistical model and image information. ICIP (3) 2003: 425-428 - 2002
- [c8]Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran:
Geometric Moments in Scale-Spaces. ICPR (2) 2002: 418-421
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