ExCeL : Combined Extreme and Collective Logit Information for Enhancing Out-of-Distribution Detection

Naveen Karunanayake, Suranga Seneviratne, Sanjay Chawla

Deep learning models often exhibit overconfidence in predicting out-of-distribution (OOD) data, underscoring the crucial role of OOD detection in ensuring reliability in prediction…