Input Bias in Rectified Gradients and Modified Saliency Maps

Lennart Brocki, Neo Christopher Chung

Interpretation and improvement of deep neural networks relies on better understanding of their underlying mechanisms. In particular, gradients of classes or concepts with respect t…