[其他] ICML-Understanding Failures in Out-of-Distribution Detection with Deep Gene ... [推广有奖]

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Mujahida

发表于 2025-7-27 09:53:34 |AI写论文

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Understanding Failures in Out-of-Distribution Detection with
               Deep Generative Models

               Lily H. Zhang 1 Mark Goldstein 1 Rajesh Ranganath 1

            Abstract                distribution, estimated via a model (Bishop, 1994).
Deep generative models (DGMs) seem a natu-          Deep generative models (DGMs) estimate complex distri-
ral fit for detecting out-of-distribution (OOD) in-    butions from often high-dimensional inputs and produce
   ...