no code implementations • 12 Aug 2021 • Wenxiao Chen, Xiaohui Nie, Mingliang Li, Dan Pei
We propose a novel theoretical framework, DOI, for divergence-based Out-of-Distribution indicators (instead of traditional likelihood-based) in deep generative models.