ImprovingPredictorsviaCombinationAcrossDiverseTaskCategoriesKwangInKim1AbstractPredictorcombinationisrelatedtomulti-tasklearning(MTL)andtransferlearning(TL).However,sincenoaccessPredictorcombinatio...
KnowledgeEnhancedMachineLearningPipelineagainstDiverseAdversarialAttacksNeziheMerveGu¨rel1XiangyuQi2LukaRimanic1CeZhang1BoLi3Abstract1.IntroductionDespitethegreatsuccessesachievedbydeepneu-Recents...
DefenseThroughDiverseDirectionsChristopherM.Bender1YangLi1YifengShi1MichaelK.Reiter1JunierB.Oliva1Abstractrentnetworkstateandthemodelisupdatedtoresisttheparticularattack.Unfortunately,thismethodisc...
MixtureModelsforDiverseMachineTranslation:TricksoftheTradeTianxiaoShen1MyleOtt2MichaelAuli2Marc’AurelioRanzato2Abstractstylessuchasformal/informal,literal/notliteral,etc.Thisraisesthequestionofhow...
HyperGAN:AGenerativeModelforDiverse,PerformantNeuralNetworksNealeRatzlaff1LiFuxin1Abstractlearningapproximateposteriordistributionsovernetworkparameters.Pastapproachesmostlyleveragevariationalin-St...
GDPP:LearningDiverseGenerationsusingDeterminantalPointProcessesMohamedElfeki1CamilleCouprie2MorganeRivie`re2MohamedElhoseiny23AbstractGenerativemodelshaveproventobeanoutstand-Figure1.InspiredbyDPP,...
ProportionalAllocation:Simple,Distributed,andDiverseMatchingwithHighEntropyShipraAgrawal1VahabMirrokni2MortezaZadimoghaddam2Abstractmains,includingcomputervision(Belongieetal.,2002),estimatingtexts...
NeuralProgramSynthesisfromDiverseDemonstrationVideosShao-HuaSun1HyeonwooNoh2SriramSomasundaram1JosephJ.Lim1AbstractDemonstrationsInterpretingdecisionmakinglogicindemonstra-demo1SynthesizedProgramti...
FairandDiverseDPP-BasedDataSummarizationL.ElisaCelis1VijayKeswani1DamianStraszak1AmitDeshpande2TarunKathuria3NisheethK.Vishnoi1Abstractunder-representationofwomeninsearchresults(Kayetal.,2015).Conc...