Noise-adding Methods of Saliency Map as Series of Higher Order Partial Derivative

Junghoon Seo, Jeongyeol Choe, Jamyoung Koo +3

SmoothGrad and VarGrad are techniques that enhance the empirical quality of standard saliency maps by adding noise to input. However, there were few works that provide a rigorous t…