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03/09/2023
Identification of Systematic Errors of Image Classifiers on Rare Subgroups
Despite excellent average-case performance of many image classifiers, th...
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12/09/2022
Spurious Features Everywhere – Large-Scale Detection of Harmful Spurious Features in ImageNet
Benchmark performance of deep learning classifiers alone is not a reliab...
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10/21/2022
Diffusion Visual Counterfactual Explanations
Visual Counterfactual Explanations (VCEs) are an important tool to under...
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05/16/2022
