HierarchicalVAEsKnowWhatTheyDon’tKnowJakobD.Havtorn12JesFrellsen1SørenHauberg1LarsMaaløe12AbstractFigure1.ReconstructionsusingahierarchicalVAEtrainedonFashionMNIST.ReconstructionqualityofOODdata...
LearningFlatLatentManifoldswithVAEsNutanChen1AlexejKlushyn1FrancescoFerroni2JustinBayer1PatrickvanderSmagt1Abstractfunction.Computervisionpipelines,e.g.trackingovertime,performmatchingbasedonsimila...
EntropicGANsmeetVAEs:AStatisticalApproachtoComputeSampleLikelihoodsinGANsYogeshBalaji1HamedHassani2RamaChellappa3SoheilFeizi1Abstract1.IntroductionBuildingonthesuccessofdeeplearning,twoLearninggene...
oi-VAE:OutputInterpretableVAEsforNonlinearGroupFactorAnalysisSamuelK.Ainsworth1NicholasJ.Foti1AdrianK.C.Lee2EmilyB.Fox1Abstractofthedata,and(ii)themappingcanbeusedtodescribethecorrelationstructureo...