Search Results for author: Adrian Sletten

Found 1 papers, 1 papers with code

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

1 code implementation20 Mar 2024 Rwiddhi Chakraborty, Adrian Sletten, Michael Kampffmeyer

Based on the insight that a trained model's classification strategies can be inferred accurately based on explainability heatmaps, we introduce ExMap, an unsupervised two stage mechanism designed to enhance group robustness in traditional classifiers.

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