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20182023
most citedCertifiably Adversarially Robust Detection of Out-of-Distribution Data

16 citations · 38 across the 6 of their papers we have counts for

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cs.LG2023★ 11 cited

In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation

Julian Bitterwolf, Maximilian Müller, Matthias Hein

Out-of-distribution (OOD) detection is the problem of identifying inputs which are unrelated to the in-distribution task. The OOD detection performance when the in-distribution (ID…