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20122018
most citedEvaluating the Robustness of Neural Networks: An Extreme Value Theory Approach

158 citations · 182 across the 4 of their papers we have counts for

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cs.CV2018

Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models

Dong Su, Huan Zhang, Hongge Chen +3

The prediction accuracy has been the long-lasting and sole standard for comparing the performance of different image classification models, including the ImageNet competition. Howe…