UnderstandingFailuresinOut-of-DistributionDetectionwithDeepGenerativeModelsLilyH.Zhang1MarkGoldstein1RajeshRanganath1Abstractdistribution,estimatedviaamodel(Bishop,1994).Deepgenerativemodels(DGMs)s...
FailuresofGradient-BasedDeepLearningShaiShalev-Shwartz1OhadShamir2ShakedShammah1Abstractbothparties:fromapractitioner’sperspective,emphasizingthedifficultiesprovidespracticalinsightstothetheoreti-...
