Nearest Neighbor Guidance for Out-of-Distribution Detection

Jaewoo Park, Yoon Gyo Jung, Andrew Beng Jin Teoh

Detecting out-of-distribution (OOD) samples are crucial for machine learning models deployed in open-world environments. Classifier-based scores are a standard approach for OOD det…