TowardsEnd-to-EndProsodyTransferforExpressiveSpeechSynthesiswithTacotronRJSkerry-Ryan1EricBattenberg1YingXiao1YuxuanWang1DaisyStanton1JoelShor1RonJ.Weiss1RobClark1RifA.Saurous1Abstractcanalsobespok...
TowardsBinary-ValuedGatesforRobustLSTMTrainingZhuohanLi1DiHe1FeiTian2WeiChen2TaoQin2LiweiWang13Tie-YanLiu2AbstractingproblemofconventionalRNNs,longshort-termmem-ory(LSTM)(Gersetal.,1999;Hochreiter&...
TowardsBlack-boxIterativeMachineTeachingWeiyangLiu1BoDai1XingguoLi2ZhenLiu1JamesM.Rehg1LeSong13AbstractCommonKnowledgeRepresentationSpaceInthispaper,wemakeanimportantstepto-wardstheblack-boxmachine...
PredRNN++:TowardsAResolutionoftheDeep-in-TimeDilemmainSpatiotemporalPredictiveLearningYunboWang1ZhifengGao1MingshengLong1JianminWang1PhilipS.Yu1Abstracttoseparatetheminthegeneratedframes.Thisrequir...
Byzantine-RobustDistributedLearning:TowardsOptimalStatisticalRatesDongYin1YudongChen2KannanRamchandran1PeterBartlett13Abstractasworkermachines(McMahan&Ramage,2017;Konecˇny`etal.,2016).Suchmachines...
TowardsK-means-friendlySpaces:SimultaneousDeepLearningandClusteringBoYang1XiaoFu1NicholasD.Sidiropoulos1MingyiHong2Abstract1.IntroductionMostlearningapproachestreatdimensionalityClusteringisoneofth...