Understanding the Importance of Single Directions via Representative Substitution

20 Jan 2019Li ChenHailun DingQi LiZhuo LiJian PengHaifeng Li

Understanding the internal representations of deep neural networks (DNNs) is crucal to explain their behavior. The interpretation of individual units, which are neurons in MLPs or convolution kernels in convolutional networks, has been paid much attention given their fundamental role... (read more)

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