Variational(Gradient)EstimateoftheScoreFunctioninEnergy-basedLatentVariableModelsFanBao12KunXu1ChongxuanLi1LanqingHong2JunZhu1BoZhang1Abstractsivepower(Salakhutdinov&Hinton,2009;Baoetal.,2020)andto...
RobustBayesianClassificationUsinganOptimisticScoreRatioVietAnhNguyen1NianSi1JoseBlanchet1Abstractlossfunctioncanbeeasilyreached,thechoiceofaclasspriorandaclass-conditionaldistribution(i.e.,thelikel...
NonparametricScoreEstimatorsYuhaoZhou1JiaxinShi1JunZhu1AbstractcludeparametricScorematching(Hyva¨rinen,2005;Sasakietal.,2014;Songetal.,2019),itsdenoisingvariantsasEstimatingtheScore,i.e.,thegradie...
LearningtoScoreBehaviorsforGuidedPolicyOptimizationAldoPacchiano1JackParker-Holder2YunhaoTang3AnnaChoromanska4KrzysztofChoromanski5MichaelI.Jordan1Abstractproposeisthat:Weintroduceanewapproachforco...
GraphNeuralNetworkforMusicScoreDataandModelingExpressivePianoPerformanceDasaemJeong1TaegyunKwon1YoojinKim1JuhanNam1AbstractingeneralandqualitativedirectionssuchasAllegro,orpococrescendo.Therefore,m...
GeometryScore:AMethodForComparingGenerativeAdversarialNetworksValentinKhrulkov1IvanOseledets12AbstractSharma,2018)intheGANsframeworkisestimatingthequalityofthegeneratedsamples.IntraditionalGANmodel...
