Mining In-distribution Attributes in Outliers for Out-of-distribution Detection

Yutian Lei, Luping Ji, Pei Liu

Out-of-distribution (OOD) detection is indispensable for deploying reliable machine learning systems in real-world scenarios. Recent works, using auxiliary outliers in training, ha…