Mitigating Clever Hans Strategies in Image Classifiers through Generating Counterexamples

Sidney Bender, Ole Delzer, Jan Herrmann +3

Deep learning models remain vulnerable to spurious correlations, leading to so-called Clever Hans predictors that undermine robustness even in large-scale foundation and self-super…