Out-Of-Distribution Detection with Diversification (Provably)

Haiyun Yao, Zongbo Han, Huazhu Fu +3

Out-of-distribution (OOD) detection is crucial for ensuring reliable deployment of machine learning models. Recent advancements focus on utilizing easily accessible auxiliary outli…