most citedThe Best of Both Worlds: On the Dilemma of Out-of-distribution Detection

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cs.LG2024★ 1 cited

The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection

Qingyang Zhang, Qiuxuan Feng, Joey Tianyi Zhou +3

Out-of-distribution (OOD) detection is essential for model trustworthiness which aims to sensitively identify semantic OOD samples and robustly generalize for covariate-shifted OOD…