Gradient Short-Circuit: Efficient Out-of-Distribution Detection via Feature Intervention

Jiawei Gu, Ziyue Qiao, Zechao Li

Out-of-Distribution (OOD) detection is critical for safely deploying deep models in open-world environments, where inputs may lie outside the training distribution. During inferenc…