Vendi Novelty Scores for Out-of-Distribution Detection

Amey P. Pasarkar, Adji Bousso Dieng

Out-of-distribution (OOD) detection is critical for the safe deployment of machine learning systems. Existing post-hoc detectors typically rely on model confidence scores or likeli…