Out-of-Distribution Detection Should Use Conformal Prediction (and Vice-versa?)

Paul Novello, Joseba Dalmau, Léo Andeol

Research on Out-Of-Distribution (OOD) detection focuses mainly on building scores that efficiently distinguish OOD data from In Distribution (ID) data. On the other hand, Conformal…