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Jun, 2023
软对准的图形混合
Graph Mixup with Soft Alignments
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Hongyi Ling, Zhimeng Jiang, Meng Liu, Shuiwang Ji, Na Zou
TL;DR
本文研究了通过Mixup进行图数据增强的方法,提出了一种为图分类提供软对齐的较为简单有效的Mixup方法S-Mixup,并探究了其对图神经网络性能和鲁棒性的影响。
Abstract
We study
graph data augmentation
by
mixup
, which has been used successfully on images. A key operation of
mixup
is to compute a convex com
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