ExMap: Leveraging Explainability Heatmaps for Unsupervised Group Robustness to Spurious Correlations

Rwiddhi Chakraborty, Adrian Sletten, Michael Kampffmeyer

Group robustness strategies aim to mitigate learned biases in deep learning models that arise from spurious correlations present in their training datasets. However, most existing…