Out-of-Distribution Detection with Overlap Index

Hao Fu, Prashanth Krishnamurthy, Siddharth Garg +1

Out-of-distribution (OOD) detection is crucial for the deployment of machine learning models in the open world. While existing OOD detectors are effective in identifying OOD sample…