Probabilistic Trust Intervals for Out of Distribution Detection

Gagandeep Singh, Ishan Mishra, Deepak Mishra

The ability of a deep learning network to distinguish between in-distribution (ID) and out-of-distribution (OOD) inputs is crucial for ensuring the reliability and trustworthiness…