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What is: Dual Graph Convolutional Networks?

Year2018
Data SourceCC BY-SA - https://paperswithcode.com

A dual graph convolutional neural network jointly considers the two essential assumptions of semi-supervised learning: (1) local consistency and (2) global consistency. Accordingly, two convolutional neural networks are devised to embed the local-consistency-based and global-consistency-based knowledge, respectively.

Description and image from: Dual Graph Convolutional Networks for Graph-Based Semi-Supervised Classification