Approximations to the Fisher Information Metric of Deep Generative Models for Out-Of-Distribution Detection

Sam Dauncey, Chris Holmes, Christopher Williams +1

Likelihood-based deep generative models such as score-based diffusion models and variational autoencoders are state-of-the-art machine learning models approximating high-dimensiona…