InsertionTransformer:FlexibleSequenceGenerationviaInsertionOperationsMitchellStern12WilliamChan1JamieKiros1JakobUszkoreit1AbstractChanetal.,2016),speechsynthesis(Oordetal.,2016a;Wangetal.,2017),ima...
High-FidelityImageGenerationWithFewerLabelsMarioLucic1MichaelTschannen2MarvinRitter1XiaohuaZhai1OlivierBachem1SylvainGelly1AbstractFigure1.MedianFIDofthebaselinesandtheproposedmethod.Theverticallin...
AdversarialGenerationofTime-FrequencyFeatureswithapplicationinaudiosynthesisAndre´sMarafioti1NickiHolighaus1Nathanae¨lPerraudin2PiotrMajdak1Abstracttrainedsimultaneouslyinatwo-playermin-maxgame:T...
StochasticVideoGenerationwithaLearnedPriorEmilyDenton1RobFergus12Abstractdependentstochasticlatentvariables.Weproposetwovari-antsofourmodel:onewithafixedprioroverthelatentGeneratingvideoframesthata...
HierarchicalTextGenerationandPlanningforStrategicDialogueDenisYarats1MikeLewis1AbstractWefocusonnegotiationdialogues,wherethetextgener-atedbythemodelhasconsequencesthancanbeeasilyEnd-to-endmodelsfo...
AutomaticGoalGenerationforReinforcementLearningAgentsCarlosFlorensa1DavidHeld2XinyangGeng1PieterAbbeel13AbstracttodefeatachampionGoplayer(Silveretal.,2016),tooutperformhumansin49Atarigames(Guoetal....
TowardControlledGenerationofTextZhitingHu12ZichaoYang1XiaodanLiang12RuslanSalakhutdinov1EricP.Xing12Abstractrequiredtocapturecomplexsemanticstructuresunderly-ingsentences.Previousworkhavebeenmostly...
SequenceTutor:ConservativeFine-TuningofSequenceGenerationModelswithKL-controlNatashaJaques12ShixiangGu134DzmitryBahdanau15Jose´MiguelHerna´ndez-Lobato3RichardE.Turner3DouglasEck1Abstractspelling,...
Rule-EnhancedPenalizedRegressionbyColumnGenerationusingRectangularMaximumAgreementJonathanEckstein1NoamGoldberg2AiKagawa3Abstractaparticularfunctionalformforfˆ(x)(forexample,anaffinefunctionofx)an...
Image-to-MarkupGenerationwithCoarse-to-FineAttentionYuntianDeng1AnssiKanervisto2JeffreyLing1AlexanderM.Rush1Abstracttems,havecompetedonthistaskaspartoftheCROHMEhandwrittenmathematicschallenge(Mouch...
DeepBach:aSteerableModelforBachChoralesGenerationGae¨tanHadjeres12Franc¸oisPachet12FrankNielsen3AbstractMoreover,sincetheaimofreharmonizingamelodyistogivemorepowerornewinsightstoitstext,thelyrics...
AdversarialFeatureMatchingforTextGenerationYizheZhang1ZheGan1KaiFan1ZhiChen1RicardoHenao1DinghanShen1LawrenceCarin1Abstractdomsamplesfromthislatentspace.However,thisapproachoftenfailstogeneratereal...