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May, 2020
ReLU Code Space: 除了准确度以外评估网络质量的基础
ReLU Code Space: A Basis for Rating Network Quality Besides Accuracy
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Natalia Shepeleva, Werner Zellinger, Michal Lewandowski, Bernhard Moser
TL;DR
我们提出了一个新的度量空间,基于截断汉明距离和ReLU激活码,并在MNIST数据集上进行实验,结果表明除准确率之外还有信息存储在代码空间中。
Abstract
We propose a new
metric space
of
relu activation codes
equipped with a truncated
hamming distance
which establishes an isometry between it
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