AUTOVC:Zero-ShotVoiceStyleTransferwithOnlyAutoencoderLossKaizhiQian1YangZhang23ShiyuChang23XuesongYang1MarkHasegawa-Johnson1Abstractingdata,i.e.speechpairswherethetwospeakersutterthesamesentences.O...
TransferinDeepReinforcementLearningUsingSuccessorFeaturesandGeneralisedPolicyImprovementAndre´Barreto1DianaBorsa1JohnQuan1TomSchaul1DavidSilver1MatteoHessel1DanielMankowitz1AugustinZˇ´ıdek1Re´...
TowardsEnd-to-EndProsodyTransferforExpressiveSpeechSynthesiswithTacotronRJSkerry-Ryan1EricBattenberg1YingXiao1YuxuanWang1DaisyStanton1JoelShor1RonJ.Weiss1RobClark1RifA.Saurous1Abstractcanalsobespok...
StyleTokens:UnsupervisedStyleModeling,ControlandTransferinEnd-to-EndSpeechSynthesisYuxuanWang1DaisyStanton1YuZhang1RJSkerry-Ryan1EricBattenberg1JoelShor1YingXiao1FeiRen1YeJia1RifA.Saurous1Abstracto...
PolicyandValueTransferinLifelongReinforcementLearningDavidAbel†1YuuJinnai†1YueGuo1GeorgeKonidaris1MichaelL.Littman1Abstractcomputedpoliciesfromrelatedtasks(Ferna´ndez&Veloso,2006;Taylor&Stone,20...
KnowledgeTransferwithJacobianMatchingSurajSrinivas1Franc¸oisFleuret1Abstracttoeasilyexplorethespaceofneuralnetworkarchitectures,whichcanbeusedforneuralnetworkarchitecturesearch,Classicaldistillati...
InductiveTwo-layerModelingwithParametricBregmanTransferVigneshGanapathiraman1ZhanShi1XinhuaZhang1YaoliangYu2AbstractThefocusofthispaperisconditionalmodelingforsuper-visedlearning,wherelatentvariabl...
ImportanceWeightedTransferofSamplesinReinforcementLearningAndreaTirinzoni1AndreaSessa1MatteoPirotta2MarcelloRestelli1Abstracttions,parameters,policies,etc.)andinthecriteriausedtoestablishwhethersuc...
ExplicitInductiveBiasforTransferLearningwithConvolutionalNetworksXuhongLI1YvesGRANDVALET1FranckDAVOINE1Abstractlearningfromthelarge-scaledatabaseofthesourcetaskandthisknowledgeisthenTransferredtoth...
CurriculumLearningbyTransferLearning:TheoryandExperimentswithDeepNetworksDaphnaWeinshall1GadCohen1DanAmir1Abstractforcementlearning(e.g.Gravesetal.,2017).Althoughitremainedforthemostpartinthefringe...
Source-TargetSimilarityModelingsforMulti-SourceTransferGaussianProcessRegressionPengfeiWei12RamonSagarna12YipingKe12Yew-SoonOng12Chi-KeongGoh32Abstracttion(Tommasietal.,2014;Fangetal.,2015;Bhatteta...
SchemaNetworks:Zero-shotTransferwithaGenerativeCausalModelofIntuitivePhysicsKenKanskyTomSilverDavidA.Me´lyMohamedEldawyMiguelLa´zaro-GredillaXinghuaLouNimrodDorfmanSzymonSidorScottPhoenixDileepGe...
DeepTransferLearningwithJointAdaptationNetworksMingshengLong1HanZhu1JianminWang1MichaelI.Jordan2AbstractshallowTransferlearningmethodsbridgethesourceandtar-getdomainsbylearninginvariantfeaturerepre...
DARLA:ImprovingZero-ShotTransferinReinforcementLearning111111IrinaHigginsArkaPalAndreiRusuLoicMattheyChristopherBurgessAlexanderPritzel111MatthewBotvinickCharlesBlundellAlexanderLerchnerAbstractef...