Discovery and Spatial Characterisation of Multiple Shortcut Groups for Auditing Vision Model Bias

Akshit Achara, Vishnunarayan Manickam, Thomas Day +3

Deep learning models trained on datasets with spurious correlations can achieve high average accuracy whilst relying on shortcut features that do not generalise out of distribution…