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Jul, 2019
基于分层多图网络的图像分类
Image Classification with Hierarchical Multigraph Networks
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Boris Knyazev, Xiao Lin, Mohamed R. Amer, Graham W. Taylor
TL;DR
本研究探讨了基于 Graph Convolutional Networks 的最佳实践，旨在利用GCNs自然的多关系数据建模能力和处理不规则输入图片的能力，在MNIST、CIFAR-10和PASCAL数据集上甚至优于CNNs的图像分类表现。
Abstract
graph convolutional networks
(
gcns
) are a class of general models that can learn from graph structured data. Despite being general,
gcns
a
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