"Flows"的相关文档

标签“Flows”的相关文档，共22条

Sliced Iterative Normalizing Flows
SlicedIterativeNormalizingFlowsBiweiDai1UrošSeljak12Abstractmodelsusuallyparameterizethemappingusingneuralnet-works,andthetrainingofthesemodelstypicallyconsistsWedevelopaniterative(greedy)deeplear...
Iterative Normalizing Flows Sliced
2023-11-16 19:41:5114317.42 MB3
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Self Normalizing Flows
SelfNormalizingFlowsT.AndersonKeller12JornW.T.Peters12PriyankJaini12EmielHoogeboom12PatrickForre´2MaxWelling2Abstractdependsonthediagonal(Bogachevetal.,2005;Marzouketal.,2016;Jainietal.,2019),andi...
Normalizing Flows Self
2023-11-16 19:41:436123.46 MB20
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Scalable Normalizing Flows for Permutation Invariant Densities
ScalableNormalizingFlowsforPermutationInvariantDensitiesMarinBiloš1StephanGünnemann1Abstractt0t1ModelingsetsisanimportantprobleminmachineBasedistributionfTargetdistributionlearningsincethistypeof...
for Invariant Normalizing Flows Scalable
2023-11-16 19:41:4115331.87 MB14
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Dataset Dynamics via Gradient Flows in Probability Space
DatasetDynamicsviaGradientFlowsinProbabilitySpaceDavidAlvarez-Melis1Nicolo`Fusi1Abstract2019),datasetpooling,orinstancemixing(Zhangetal.,2018).Ontheotherhand—andourprincipalmotivationinVariousmach...
Gradient via in Flows Probability
2023-11-16 18:30:5717055.05 MB4
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Composing Normalizing Flows for Inverse Problems
ComposingNormalizingFlowsforInverseProblemsJayWhang1ErikM.Lindgren2AlexandrosG.Dimakis3Abstractinversion.Whileothertypesofmodelscanoutperformﬂowmodelsintermsoflikelihoodorsamplequality,ﬂowmodelsG...
for Composing Inverse Normalizing Flows
2023-11-16 18:11:2412412.08 MB1
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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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Tails of Lipschitz Triangular Flows
TailsofLipschitzTriangularFlowsPriyankJaini12IvanKobyzev3YaoliangYu12MarcusA.Brubaker34AbstractVanden-Eijnden,2010;Tabak&Turner,2013;Rezende&Mohamed,2015)andautoregressivemodels(Papamakar-Weinvesti...
of Lipschitz Flows Tails Triangular
2023-11-14 21:46:3913612.05 MB2
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Stochastic Flows and Geometric Optimization on the Orthogonal Group
StochasticFlowsandGeometricOptimizationontheOrthogonalGroupKrzysztofChoromanski12DavidCheikhi3JaredDavis1ValeriiLikhosherstov4AchilleNazaret3AchrafBahamou2XingyouSong1MrugankAkarte2JackParker-Holde...
Optimization and on Stochastic the
2023-11-14 21:46:3115992.03 MB17
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Semi-Supervised Learning with Normalizing Flows
Semi-SupervisedLearningwithNormalizingFlowsPavelIzmailov1PolinaKirichenko1MarcFinzi1AndrewGordonWilson1Abstractwouldbeapoorinductivebiasforhandlingtranslationsorrepresentingothersalientstatisticalp...
Learning with Normalizing Flows Semi-Supervised
2023-11-14 21:46:211664730.37 KB14
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Normalizing Flows on Tori and Spheres
NormalizingFlowsonToriandSpheresDaniloJimenezRezende1GeorgePapamakarios1Se´bastienRacanie`re1MichaelS.Albergo2GurtejKanwar3PhialaE.Shanahan3KyleCranmer2AbstractAnormalizingﬂowimplementstwooperati...
and on Normalizing Flows Tori
2023-11-14 21:45:2616321.66 MB11
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Latent Variable Modelling with Hyperbolic Normalizing Flows
LatentVariableModellingwithHyperbolicNormalizingFlowsAvishekJoeyBose12AriellaSmofsky12RenjieLiao34PrakashPanangaden12WilliamL.Hamilton12Abstractℝ2ℍ2KThechoiceofapproximateposteriordistributionsℝ...
with Latent Normalizing Flows Variable
2023-11-14 21:44:4812712.62 MB14
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Generative Flows with Matrix Exponential
GenerativeFlowswithMatrixExponentialChangyiXiao1LigangLiu1Abstractﬂowsmodels.Therearetwoprinciplesthatshouldbefol-lowed.First,theJacobiandeterminantshouldbecomputedGenerativeﬂowsmodelsenjoythepro...
Matrix Generative with Flows Exponential
2023-11-14 21:44:2315311.06 MB9
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Equivariant Flows exact likelihood generative learning for symmetric densities.
EquivariantFlows:ExactLikelihoodGenerativeLearningforSymmetricDensitiesJonasKo¨hler1LeonKlein1FrankNoe´123Abstractproblems,suchasvalidconformationsofproteins.Normalizingﬂowsareexact-likelihoodge...
Learning for Generative Exact Flows
2023-11-14 21:44:045902.07 MB11
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Understanding MCMC Dynamics as Flows on the Wasserstein Space
UnderstandingMCMCDynamicsasFlowsontheWassersteinSpaceChangLiu1JingweiZhuo1JunZhu1AbstractdistributionminimizestheKLdivergencetothetargetdistri-bution.TheyfullyexploittheapproximationabilityofasetIt...
on the Flows as MCMC
2023-11-13 14:48:531879808.74 KB12
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Sliced-Wasserstein Flows Nonparametric Generative Modeling via Optimal Transport and Diffusions
Sliced-WassersteinFlows:NonparametricGenerativeModelingviaOptimalTransportandDiffusionsAntoineLiutkus1UmutS¸ims¸ekli2SzymonMajewski3AlainDurmus4Fabian-RobertSto¨ter1Abstract2013)andgenerativeadv...
Generative via Optimal Nonparametric Modeling
2023-11-13 14:48:3414135.22 MB14
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Latent Normalizing Flows for Discrete Sequences
LatentNormalizingFlowsforDiscreteSequencesZacharyM.Ziegler1AlexanderM.Rush1AbstractGenerativemodelsbasedonnormalizingﬂowshaveseenrecentsuccessinproblemsinvolvingcontinuousrandomNormalizingﬂowsare...
for Latent Discrete Normalizing Flows
2023-11-13 14:47:3515172.8 MB4
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Emerging Convolutions for Generative Normalizing Flows
EmergingConvolutionsforGenerativeNormalizingFlowsEmielHoogeboom1RiannevandenBerg2MaxWelling13Abstractin2in2Generativeﬂowsareattractivebecausetheyadmitin1out2=exactlikelihoodoptimizationandefﬁcien...
for Generative Normalizing Flows Convolutions
2023-11-13 14:47:039221.1 MB8
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Policy Optimization as Wasserstein Gradient Flows
PolicyOptimizationasWassersteinGradientFlowsRuiyiZhang1ChangyouChen2ChunyuanLi1LawrenceCarin1Abstractwiththeenvironment.Policyoptimizationisacorecomponentofrein-Astandardtechniqueforpolicylearningi...
Optimization Gradient Policy Wasserstein Flows
2023-11-13 12:00:2619751.66 MB14
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Neural Autoregressive Flows
NeuralAutoregressiveFlowsChin-WeiHuang12DavidKrueger12AlexandreLacoste2AaronCourville13Abstractimplicitlosses,inthecaseofadversarialmodels(Goodfel-lowetal.,2014).(2)Inthecontextofvariationalinferen...
Neural Flows Autoregressive
2023-11-13 12:00:1419631.41 MB2
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