iDECODe: In-distribution Equivariance for Conformal Out-of-distribution Detection

Ramneet Kaur, Susmit Jha, Anirban Roy +4

Machine learning methods such as deep neural networks (DNNs), despite their success across different domains, are known to often generate incorrect predictions with high confidence…