Non-identifiability of Explanations from Model Behavior in Deep Networks of Image Authenticity Judgments

Icaro Re Depaolini, Uri Hasson

Deep neural networks can predict human judgments, but this does not imply that they rely on human-like information or reveal the cues underlying those judgments. Prior work has add…