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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圖譜論(Spectral Graph Theory)基礎
拉普拉斯矩陣(Laplacian matrix)，也稱為導納矩陣(Admittance matrix)或者基爾霍夫矩陣(Kirchohoff matrix) 歸一化的拉普拉斯矩陣定義為 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." ...