POP uses fixed hierarchical prototypes plus virtual outlier proxies and a similarity-aware margin loss to improve out-of-distribution image detection without outlier exposure.
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Out-of-Distribution Detection with Prototypical Outlier Proxy
POP uses fixed hierarchical prototypes plus virtual outlier proxies and a similarity-aware margin loss to improve out-of-distribution image detection without outlier exposure.