Tensors in Tensorflow and Keras usually include the activations ofallneurons of a layer. If you pass such a tensor toexplainyou will get theaverageattribution map for all neurons the Tensor refers to. If you want to target a specific neuron yuo need either to slice the component you are in...
T *= ys # < masked target tensor: only the second component of `logits` will be used to compute attributions de.explain('method_name', T, X, xs) Softmax: if the network last activation is a Softmax, it is recommanded to target the activations before this normalization. Performance: ...
In 1887, Jean-Martin Charcot noted that a significant proportion of patients with MS display neuropsychiatric disturbances throughout the course of the illness. Since then, a significant body of evidence has accumulated and indicated that depressive symptoms represent the most prevalent of such neuropsyc...
ArXiv Weekly Radiostation:NLP、CV、ML 更多精选论文(附音频) 论文1:High-frequency Component Helps Explain the Generalization of Convolutional Neural Network 作者:Haohan Wang、Xindi Wu、Zeyi Huang、Eric P. Xing 论文链接:https://arxiv.org/pdf/1905.13545.pdf 摘要:如何理解神经网络的泛化能力?CMU 的汪...