WhatMakesforEnd-to-EndObjectDetection?PeizeSun1YiJiang2EnzeXie1WenqiShao3ZehuanYuan2ChanghuWang2PingLuo1AbstractFigure1.End-to-endobjectDetection.Non-end-to-endobjectdetectorsrequireNMStoremoveredu...
UnderstandingFailuresinOut-of-DistributionDetectionwithDeepGenerativeModelsLilyH.Zhang1MarkGoldstein1RajeshRanganath1Abstractdistribution,estimatedviaamodel(Bishop,1994).Deepgenerativemodels(DGMs)s...
Transfer-BasedSemanticAnomalyDetectionLucasDeecke1LukasRuff2RobertA.Vandermeulen3HakanBilen1Abstractexistsnoestablishedprincipallearningobjective.Severalauxiliarysolutionshavebeenproposed:onelineof...
SoundDet:PolyphonicSoundEventDetectionandLocalizationfromRawWaveformYuhangHe1NikiTrigoni1AndrewMarkham1Abstract1.IntroductionWepresentanewframeworkSoundDet,whichAcousticsourceDetection,classificati...
RethinkingRotatedObjectDetectionwithGaussianWassersteinDistanceLossXueYang123JunchiYan12QiMing4WentaoWang1XiaopengZhang3QiTian3AbstractFigure1.ComparisonoftheDetectionresultsbetweenSmoothL1loss-bas...
NeuralTransformationLearningforDeepAnomalyDetectionBeyondImagesChenQiu12TimoPfrommer1MariusKloft2StephanMandt3MajaRudolph1Abstractformationsareuseful,anditishardtodesignthesetrans-formationsmanuall...
Near-OptimalEntrywiseAnomalyDetectionforLow-RankMatriceswithSub-ExponentialNoiseVivekF.Farias1AndrewA.Li2TianyiPeng3AbstractsomesubsetofmatrixentriesΩ.TheanomalyDetectionproblemconcernsidentifying...
GLSearch:MaximumCommonSubgraphDetectionviaLearningtoSearchYunshengBai1DerekXu1YizhouSun1WeiWang1AbstractOCNCDetectingtheMaximumCommonSubgraphCCCCCC(MCS)betweentwoinputgraphsisfundamen-talforapplica...
EventOutlierDetectioninContinuousTimeSiqiLiu12MilosHauskrecht1Abstractorabsenceofeventsineventsequencesinreal-time.OutlierDetectionisthebasisofmanycriticalreal-worldapplica-Continuous-timeeventsequ...
DifferentiallyPrivateDensestSubgraphDetectionDungNguyen12AnilVullikanti12Abstract2018).However,networkproblemshavebeenproventobemuchharder,andprivatealgorithmsformanyproblemsDensestsubgraphdetectio...
DetectionofSignalintheSpikedRectangularModelsJiHyungJung1HyeWonChung2JiOonLee13Abstractv∈RNwithu=v=1.Theparameterλcorrespondstothesignal-to-noiseratio(SNR).Weconsidertheproblemofdetectingsignalsi...
Towardsnon-parametricdriftDetectionviaDynamicAdaptingWindowIndependenceDriftDetection(DAWIDD)FabianHinder1Andre´Artelt1BarbaraHammer1Abstractsuchsettings,life-longmodeladaptationratherthanclas-sic...
T-GD:TransferableGAN-generatedImagesDetectionFrameworkHyeonseongJeon1YoungohBang1JunyaupKim2SimonS.Woo1AbstractFigure1.Sampledatausedforourexperiment.Imagesinsidethegreenborderarerealimages,whileth...
Interpretable,Multidimensional,MultimodalAnomalyDetectionwithNegativeSamplingforDetectionofDeviceFailureJohnSipple1Abstract1.IntroductionInthispaperweproposeascalable,unsupervisedInthispaperwepropo...
FrustratinglySimpleFew-ShotObjectDetectionXinWang1ThomasE.Huang2TrevorDarrell1JosephE.Gonzalez1FisherYu1Abstract2017;Gidaris&Komodakis,2018;Wangetal.,2019a)haveexploredtechniquestotransferknowledge...
AdversarialAttacksonCopyrightDetectionSystemsParsaSaadatpanah1AliShafahi1TomGoldstein1AbstractDetectionextractfeatures,calledfingerprints,fromsam-pledvideooraudio,andthenmatchthesefeatureswithaItis...
AnomalyDetectionWithMultiple-HypothesesPredictionsDucTamNguyen12ZhongyuLou2MichaelKlar2ThomasBrox1Abstractdrivingsystem,wemayhaveatestcasewithabearorakangarooontheroad.FordefectDetectioninmanufactu...
WeakDetectionofSignalintheSpikedWignerModelHyeWonChung1JiOonLee2Abstractwherethesignalx∈RNandHisanN×NWignerma-trix.(SeeDefinitions1and2.)ThespikedWignermodelWeconsidertheproblemofdetectingthepres...
Spatio-temporalBayesianOn-lineChangepointDetectionwithModelSelectionJeremiasKnoblauch1TheodorosDamoulas123AbstractrunlengthP(my)PEValue100BayesianOn-lineChangepointDetectionisex-2tendedtoon-linemod...
QuantTree:HistogramsforChangeDetectioninMultivariateDataStreamsGiacomoBoracchi1DiegoCarrera1CristianoCervellera2DaniloMaccio`2Abstractmostchange-Detectiontestsintheliterature(Basseville&Nikiforov,1...
