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Deep CORAL: Correlation Alignment for Deep Domain Adaptation(2016)
时间 2021-01-02
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Introduction 作者引进了一个叫做CORAL的方法,通过对source domain和target domain进行线性变换来将他们各自的的二阶统计量对齐(对齐均值与协方差矩阵)。 但是作者认为CORAL实际上需要先对图像进行特征提取,再进行线性转换,再训练一个SVM分类器,比较麻烦。 作者对CORAL方法进行了拓展,通过在source domain和target domain之间建立一
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相关文章
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