Using Semantic Information for Defining and Detecting OOD Inputs

Ramneet Kaur, Xiayan Ji, Souradeep Dutta +5

As machine learning models continue to achieve impressive performance across different tasks, the importance of effective anomaly detection for such models has increased as well. I…