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Research

Hierarchical VAEs Know What They Don't Know

Corti
2/16/2021
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 min read
Hierarchical VAEs Know What They Don't Know

Deep generative models have shown themselves to be state-of-the-art density estimators. Yet, recent work has found that they often assign a higher likelihood to data from outside the training distribution.