Frustratingly Easy Feature Reconstruction for Out-of-Distribution Detection

Yingsheng Wang, Shuo Lu, Jian Liang +2

Out-of-distribution (OOD) detection helps models identify data outside the training categories, crucial for security applications. While feature-based post-hoc methods address this…