Search Results for author: Mingliang Li

Found 1 papers, 0 papers with code

DOI: Divergence-based Out-of-Distribution Indicators via Deep Generative Models

no code implementations12 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.

Out of Distribution (OOD) Detection

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