Large Class Separation is not what you need for Relational Reasoning-based OOD Detection

Lorenzo Li Lu, Giulia D'Ascenzi, Francesco Cappio Borlino +1

Standard recognition approaches are unable to deal with novel categories at test time. Their overconfidence on the known classes makes the predictions unreliable for safety-critica…