When Explanations Lie: Why Many Modified BP Attributions Fail

Leon Sixt, Maximilian Granz, Tim Landgraf

Attribution methods aim to explain a neural network's prediction by highlighting the most relevant image areas. A popular approach is to backpropagate (BP) a custom relevance score…