Generalizing the Convolution Operator to extend CNNs to Irregular
Domains

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Generalizing the Convolution Operator to extend CNNs to Irregular Domains

3 June 2016

Jean-Charles Vialatte

Vincent Gripon

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Papers citing "Generalizing the Convolution Operator to extend CNNs to Irregular Domains"

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Title
Deep Convolutional Networks on Graph-Structured Data Mikael Henaff Joan Bruna Yann LeCun GNN 157 1,587 0 16 Jun 2015
Geodesic convolutional neural networks on Riemannian manifolds Jonathan Masci Davide Boscaini M. Bronstein P. Vandergheynst 68 60 0 26 Jan 2015
Spatially-sparse convolutional neural networks Benjamin Graham 89 231 0 22 Sep 2014
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 225 4,882 0 21 Dec 2013
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 133 3,976 0 31 Oct 2012