BriefGPT.xyz
Jun, 2019
图散射变换的稳定性
Stability of Graph Scattering Transforms
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Fernando Gama, Joan Bruna, Alejandro Ribeiro
TL;DR
本文介绍了在网络数据中使用多分辨率图形小波的散射变换,并证明了生成的散射变换对底层网络度量摄动的稳定性。这使得图形散射变换变得稳健,特别适用于转移学习、拓扑估计或时变图的情况。
Abstract
scattering transforms
are non-trainable deep convolutional architectures that exploit the multi-scale resolution of a
wavelet filter bank
to obtain an appropriate representation of data. More importantly, they ar
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