"Out-of-Distribution"的相关文档

Understanding Failures in Out-of-Distribution Detection with Deep Generative Models
UnderstandingFailuresinOut-of-DistributionDetectionwithDeepGenerativeModelsLilyH.Zhang1MarkGoldstein1RajeshRanganath1Abstractdistribution,estimatedviaamodel(Bishop,1994).Deepgenerativemodels(DGMs)s...
with Deep in Detection Failures
2023-11-16 19:42:1715404.06 MB23
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Out-of-Distribution Generalization via Risk Extrapolation (REx)
Out-of-DistributionGeneralizationviaRiskExtrapolationDavidKrueger12EthanCaballero12Joern-HenrikJacobsen34AmyZhang156JonathanBinas12DinghuaiZhang12RemiLePriol12AaronCourville12Abstractcorrectlyclass...
via generalization Risk Extrapolation Out-of-Distribution
2023-11-16 19:28:261512721.2 KB29
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Detecting Out-of-Distribution Examples with Gram Matrices
DetectingOut-of-DistributionExampleswithGramMatricesChandramouliS.Sastry1SageevOore1Abstracttion.SuchexamplesareoftenreferredtoasbeingOut-of-Distribution(OOD),andwhiletheirexistencehasbeenwell-When...
with Examples Detecting Matrices Out-of-Distribution
2023-11-14 21:43:471017724.34 KB7
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