GAIA: Delving into Gradient-based Attribution Abnormality for Out-of-distribution Detection Jinggang Chen

Consequently, we investigate how attribution gradients lead to uncertain explanation outcomes and introduce two forms of abnormalities for OOD detection: the zero-deflation abnormality and the channel-wise average abnormality.