On the Impact of Spurious Correlation for Out-of-distribution Detection

Yifei Ming, Hang Yin, Yixuan Li

Modern neural networks can assign high confidence to inputs drawn from outside the training distribution, posing threats to models in real-world deployments. While much research at…