ProvablyEfficientLearningofTransferableRewardsAlbertoMariaMetelli1GiorgiaRamponi1AlessandroConcetti1MarcelloRestelli1Abstracttheoretically,underthestrongassumptionofrewardunique-ness(Abbeel&Ng,2004...
LearningTransferableVisualModelsFromNaturalLanguageSupervisionAlecRadford1JongWookKim1ChrisHallacy1AdityaRamesh1GabrielGoh1SandhiniAgarwal1GirishSastry1AmandaAskell1PamelaMishkin1JackClark1Gretchen...
FunctionContrastiveLearningofTransferableMeta-RepresentationsMuhammadWaleedGondal1ShrutiJoshi1NasimRahaman12StefanBauer13ManuelWu¨thrich1BernhardScho¨lkopf1AbstractrelyonthenumberofsamplesNbeingl...
T-GD:TransferableGAN-generatedImagesDetectionFrameworkHyeonseongJeon1YoungohBang1JunyaupKim2SimonS.Woo1AbstractFigure1.Sampledatausedforourexperiment.Imagesinsidethegreenborderarerealimages,whileth...
TransferableClean-LabelPoisoningAttacksonDeepNeuralNetsChenZhu1W.RonnyHuang1AliShafahi1HengduoLi1GavinTaylor2ChristophStuder3TomGoldstein1Abstract2017).Incontrasttoevasionattacks(Biggioetal.,2013;S...
TransferableAdversarialTraining:AGeneralApproachtoAdaptingDeepClassifiersHongLiu12MingshengLong13JianminWang13MichaelI.Jordan4AbstractFigure1.Anoverviewofourapproach.(a)Amodeltrainedonlyonthesource...
TibGM:ATransferableandInformation-BasedGraphicalModelApproachforReinforcementLearningTameemAdel1AdrianWeller12Abstractdently,thereuseoflearntrepresentationsamongsubtasks,improvedefficiencyduetothet...
LearningAdversariallyFairandTransferableRepresentationsDavidMadras12ElliotCreager12ToniannPitassi12RichardZemel12Abstractthatincludepatternsofpreviousdiscriminationandsocietalbias.Thustherehasbeena...