Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
Defferrard, Michaël, Xavier Bresson, and Pierre Vandergheynst. "Convolutional neural networks on gra ...
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图谱论(Spectral Graph Theory)基础
拉普拉斯矩阵(Laplacian matrix)，也称为导纳矩阵(Admittance matrix)或者基尔霍夫矩阵(Kirchohoff matrix) 归一化的拉普拉斯矩阵定义为 例 ...
Semi-Supervised Classification with Graph Convolutional Networks
Kipf, Thomas N., and Max Welling. "Semi-supervised classification with graph convolutional networks. ...
Geometric deep learning on graphs and manifolds using mixture model CNNs
Monti, Federico, et al. "Geometric deep learning on graphs and manifolds using mixture model CNNs." ...