XOOD: Extreme Value Based Out-Of-Distribution Detection For Image Classification

Frej Berglind, Haron Temam, Supratik Mukhopadhyay +4

Detecting out-of-distribution (OOD) data at inference time is crucial for many applications of machine learning. We present XOOD: a novel extreme value-based OOD detection framewor…