Revisiting Likelihood-Based Out-of-Distribution Detection by Modeling Representations

Yifan Ding, Arturas Aleksandraus, Amirhossein Ahmadian +3

Out-of-distribution (OOD) detection is critical for ensuring the reliability of deep learning systems, particularly in safety-critical applications. Likelihood-based deep generativ…