Probability Density from Latent Diffusion Models for Out-of-Distribution Detection

Joonas Järve, Karl Kaspar Haavel, Meelis Kull

Despite rapid advances in AI, safety remains the main bottleneck to deploying machine-learning systems. A critical safety component is out-of-distribution detection: given an input…