AOE: Exhaustive Out-of-Distribution Detection via Recalibrating Outlier Labels

Fengqiang Wan, Qing-Yuan Jiang, Fu Shen +1

Out-of-distribution (OOD) detection is essential for deploying machine learning models in open-world and safety-critical scenarios, where test inputs may deviate from the training…