DeepCover ranks image pixels by statistical fault localization on mutated copies of the input and builds explanations as minimal sufficient subsets, outperforming five state-of-the-art explanation tools on several benchmarks.
In: International Conference on Machine Learning (ICML)
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Explaining Image Classifiers using Statistical Fault Localization
DeepCover ranks image pixels by statistical fault localization on mutated copies of the input and builds explanations as minimal sufficient subsets, outperforming five state-of-the-art explanation tools on several benchmarks.