Towards Fixing Clever-Hans Predictors with Counterfactual Knowledge Distillation

Sidney Bender, Christopher J. Anders, Pattarawatt Chormai +3

This paper introduces a novel technique called counterfactual knowledge distillation (CFKD) to detect and remove reliance on confounders in deep learning models with the help of hu…