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Maximal Independent Sets for Pooling in Graph Neural Networks
Convolutional Neural Networks (CNNs) have enabled major advances in image classification through convolution and pooling.
Maximal Independent Vertex Set applied to Graph Pooling
Consequently, our method does not discard any vertex information nor artificially increase the density of the graph.
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