Understanding Failures of Deep Networks Via Robust Feature Extraction
Computer Vision and Pattern Recognition(2020)
Key words
report aggregate scores,test set,characterizing explaining failures,visual attributes,crowdsourced labels,separate robust model,interpretable features,visualization method,important failure modes,visualization techniques,extracted insights,understanding failures,deep networks,robust feature extraction,traditional evaluation metrics
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