"Variational"的相关文档 - 文库宝

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标签“Variational”的相关文档，共88条

Variational Data Assimilation with a Learned Inverse Observation Operator
VariationalDataAssimilationwithaLearnedInverseObservationOperatorThomasFrerix12DmitriiKochkov1JamieA.Smith1DanielCremers2MichaelP.Brenner13StephanHoyer1Abstract(a)measurementsVariationaldataassimil...
Variational with Data Inverse Learned
2023-11-16 19:42:2317905.7 MB11
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Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning
VariationalEmpowermentasRepresentationLearningforGoal-BasedReinforcementLearningJongwookChoi†1ArchitSharma†2HonglakLee13SergeyLevine45ShixiangShaneGu4Abstract1IntroductionLearningtoreachgoalstate...
Learning for Variational Representation as
2023-11-16 19:42:2318914.59 MB18
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Variational Auto-Regressive Gaussian Processes for Continual Learning
VariationalAuto-RegressiveGaussianProcessesforContinualLearningSanyamKapoor1TheofanisKaraletsos2ThangD.Bui3Abstract(a)VAR-GP(ours)Throughsequentialconstructionofposteriorson(b)VCL(withcoresetsize10...
Learning for Variational Gaussian Processes
2023-11-16 19:42:229441.67 MB4
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Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models
Variational(Gradient)EstimateoftheScoreFunctioninEnergy-basedLatentVariableModelsFanBao12KunXu1ChongxuanLi1LanqingHong2JunZhu1BoZhang1Abstractsivepower(Salakhutdinov&Hinton,2009;Baoetal.,2020)andto...
of Variational Gradient the Function
2023-11-16 19:42:2211802.28 MB29
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Unified Robust Semi-Supervised Variational Autoencoder
UniﬁedRobustSemi-SupervisedVariationalAutoencoderXuChen1Abstracttheinputimagecontainsoutlierswheretheirbehaviorsarefarawayfromnormalsamples(Boraetal.,2018).ForInthispaper,weproposeanovelnoise-robu...
Variational Robust Autoencoder Semi-Supervised Unified
2023-11-16 19:42:1816201.01 MB27
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Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition
ScalableVariationalGaussianProcessesviaHarmonicKernelDecompositionShengyangSun12JiaxinShi3AndrewGordonWilson4RogerGrosse12Abstract2t=0t=1t=2t=3WeintroduceanewscalableVariationalGaus-1sianprocessapp...
Kernel Variational Gaussian via Processes
2023-11-16 19:41:4218046.85 MB24
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On Signal-to-Noise Ratio Issues in Variational Inference for Deep Gaussian Processes
OnSignal-to-NoiseRatioIssuesinVariationalInferenceforDeepGaussianProcessesTimG.J.Rudner1OscarKey2YarinGal1TomRainforth1Abstract.42WeshowthatthegradientestimatesusedinregtrainingDeepGaussianProcesse...
Inference Variational on in Ratio
2023-11-16 19:15:451268550.59 KB5
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Monte Carlo Variational Auto-Encoders
MonteCarloVariationalAuto-EncodersAchilleThin1NikitaKotelevskii2AlainDurmus3MaximPanov2EricMoulines14ArnaudDoucet5AbstractEvidenceLowerBound(ELBO)deﬁnedasVariationalauto-encoders(VAE)arepopulardee...
Variational Monte Carlo Auto-Encoders
2023-11-16 19:15:281943844.69 KB3
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On Variational Inference in Biclustering Models
OnVariationalInferenceinBiclusteringModelsGuanhuaFang,PingLiCognitiveComputingLabBaiduResearch10900NE8thStBellevueWA98004USA{guanhuafang,liping11}@baidu.comAbstractstudies(Prelic´etal.,2006;GuandL...
Inference Models Variational on in
2023-11-16 19:15:25517381.57 KB19
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Marginalized Stochastic Natural Gradients for Black-Box Variational Inference
MarginalizedStochasticNaturalGradientsforBlack-BoxVariationalInferenceGengJi12DeboraSujono2ErikB.Sudderth2Abstractupdatesingle(orsmallblocksof)Variationalparameters,whileholdingallothersﬁxedtothei...
for Variational Stochastic Natural Gradients
2023-11-16 19:05:1314806.36 MB20
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Infinite-Dimensional Optimization for Zero-Sum Games via Variational Transport
Inﬁnite-DimensionalOptimizationforZero-SumGamesviaVariationalTransportLewisLiu1YufengZhang2ZhuoranYang3RezaBabanezhad4ZhaoranWang2Abstract(NNs)),whichisofindependentinterest.Gameoptimizationhasbee...
for Optimization Variational via Games
2023-11-16 18:47:031552595.81 KB10
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Global inducing point Variational posteriors for Bayesian neural networks and deep Gaussian processes
GlobalinducingpointVariationalposteriorsforBayesianneuralnetworksanddeepGaussianprocessesSebastianW.Ober1LaurenceAitchison2Abstractspecifyafamilyofapproximateposteriorsovertheweights,withtheclassic...
for Variational Bayesian Point Global
2023-11-16 18:46:471353370.73 KB26
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Generative Particle Variational Inference via Estimation of Functional Gradients
GenerativeParticleVariationalInferenceviaEstimationofFunctionalGradientsNealeRatzlaff1QinxunBai2LiFuxin1WeiXu2Abstractnetworktraininginordertoprovideaprincipledwaytoas-sessmodeluncertainty.Thegoali...
of Inference Variational Generative via
2023-11-16 18:46:4617912.91 MB13
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Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech
ConditionalVariationalAutoencoderwithAdversarialLearningforEnd-to-EndText-to-SpeechJaehyeonKim1JungilKong1JuheeSon12Abstractetal.,2016)fromthepreprocessedtext,1andthesecondstageistogeneraterawwavef...
Learning for Adversarial Variational with
2023-11-16 18:11:2516671.35 MB19
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Automatic Variational inference with cascading flows
AutomaticVariationalInferencewithCascadingFlowsLucaAmbrogioni1GianluigiSilvestri12MarcelvanGerven1AbstractKerstingandDeRaedt,2007;Pfeffer,2001;Parketal.,2005;Goodmanetal.,2012;Wingateetal.,2011;Pat...
Inference Variational with Automatic Flows
2023-11-16 18:07:391407783.25 KB27
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VFlow More Expressive Generative Flows with Variational Data Augmentation
VFlow:MoreExpressiveGenerativeFlowswithVariationalDataAugmentationJianfeiChen12ChengLu1BiqiChenli12JunZhu12TianTian12AbstractInvertibletransformationstepAugmenteddimensionsTransformeddataInternalhi...
Variational Generative with Flows Expressive
2023-11-14 21:47:0012841.76 MB17
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Variational Imitation Learning with Diverse-quality Demonstrations
VariationalImitationLearningwithDiverse-qualityDemonstrationsVootTangkaratt1BoHan21MohammadEmtiyazKhan1MasashiSugiyama13Abstractanassumptionthatdiversityiscausedbynoise-densities.Learningfromdemons...
Learning Variational with Imitation Demonstrations
2023-11-14 21:47:0015789.14 MB17
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Variational Label Enhancement
VariationalLabelEnhancementNingXu1JunShu2Yun-PengLiu1XinGeng1Abstractrelevantlabelsinstancesirrelevantlabelssand(a)sunLabeldistributioncoversacertainnumberofla-(b)busbels,representingthedegreetowhi...
Variational Label Enhancement
2023-11-14 21:46:591261809.23 KB12
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Variational Inference for Sequential Data with Future Likelihood Estimates
VariationalInferenceforSequentialDatawithFutureLikelihoodEstimatesGeon-HyeongKim1YoungsooJang1HongseokYang1Kee-EungKim12Abstractdiscretelatentvariables),learningandanalyzingthemodelsforhigh-dimensi...
for Inference Variational with Data
2023-11-14 21:46:59696436.07 KB12
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Variational Autoencoders with Riemannian Brownian Motion Priors
VariationalAutoencoderswithRiemannianBrownianMotionPriorsDimitrisKalatzis1DavidEklund2GeorgiosArvanitidis3SørenHauberg1AbstractFigure1.ThelatentspacepriorsoftwoVAEstrainedonthedigit1fromMNIST.Left...
Variational Autoencoders with Priors Riemannian
2023-11-14 21:46:596097.62 MB1
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