"Flow"的相关文档

标签“Flow”的相关文档，共17条

Unsupervised Part Representation by Flow Capsules
UnsupervisedPartRepresentationbyFlowCapsulesSaraSabour12AndreaTagliasacchi12SorooshYazdani1GeoffreyE.Hinton12DavidJ.Fleet12AbstractFigure1:Self-supervisedtrainingforlearningprimarycapsules:Animagee...
by Unsupervised Representation Flow Part
2023-11-16 19:42:2010193.67 MB19
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Understanding the Dynamics of Gradient Flow in Overparameterized Linear models
UnderstandingtheDynamicsofGradientFlowinOverparameterizedLinearModelsSalmaTarmoun12GuilhermeFranc¸a13BenjaminHaeffele14Rene´Vidal14Abstractathoroughanalysisofthedynamicsofoptimizationmeth-ods,suc...
of Gradient the in Understanding
2023-11-16 19:42:181229544.93 KB7
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RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting
RNNwithParticleFlowforProbabilisticSpatio-temporalForecastingSoumyasundarPal†1LihengMa†1YingxueZhang2MarkCoates1Abstract2016;Kipf&Welling,2017).Recentworksestablishthatgraph-basedspatio-temporalm...
for with Probabilistic RNN Particle
2023-11-16 19:41:3516691000.06 KB22
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ProGraML A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations
PROGRAML:AGraph-basedProgramRepresentationforDataFlowAnalysisandCompilerOptimizationsChrisCummins1ZachariasV.Fisches2TalBen-Nun2TorstenHoeﬂer2MichaelO’Boyle3HughLeather1AbstractInputProgramOutput...
for Data Graph-based Representation Program
2023-11-16 19:28:32795493.16 KB29
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Learning Node Representations Using Stationary Flow Prediction on Large Payment and Cash Transaction Networks
LearningNodeRepresentationsUsingStationaryFlowPredictiononLargePaymentandCashTransactionNetworksCiwanCeylan12SallaFranze´n2FlorianT.Pokorny1AbstractannualGDP(UnitedNationsofﬁceondrugsandcrime,201...
Learning Representations Using Node Prediction
2023-11-16 19:05:0213231.51 MB26
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GraphDF A Discrete Flow Model for Molecular Graph Generation
GraphDF:ADiscreteFlowModelforMolecularGraphGenerationYouzhiLuo1KeqiangYan1ShuiwangJi1Abstractdatatocontinuousdatabyaddingreal-valuednoise.How-ever,suchdequantizationprocessingpreventsmodelsfromWeco...
for Model Graph Discrete Molecular
2023-11-16 18:46:511689850.67 KB4
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Decomposable Submodular Function Minimization via Maximum Flow
DecomposableSubmodularFunctionMinimizationviaMaximumFlowKyriakosAxiotis1AdamKarczmarz2AnishMukherjee2PiotrSankowski342AdrianVladu56Abstractimagesegmentation(Aroraetal.,2012;Shanuetal.,2016),cluster...
Submodular via Minimization Maximum Function
2023-11-16 18:30:581831401.7 KB1
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Annealed Flow Transport Monte Carlo
AnnealedFlowTransportMonteCarloMichaelArbel1AlexanderG.D.G.Matthews2ArnaudDoucet2Abstractsequenceofannealedtargetsπk∝π1−βkπβkbridging0KAnnealedImportanceSampling(AIS)anditssmoothlyaneasy-to-...
Transport Monte Carlo Flow Annealed
2023-11-16 18:00:32730420.19 KB2
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The Implicit Regularization of Stochastic Gradient Flow for Least Squares
TheImplicitRegularizationofStochasticGradientFlowforLeastSquaresAlnurAli1EdgarDobriban2RyanJ.Tibshirani3Abstractgeneratedbysequentialoptimizationalgorithmsmayserveascheapapproximationstothemoreexpe...
of Gradient Stochastic the Regularization
2023-11-14 21:46:431140543.5 KB13
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p-Norm Flow Diffusion for Local Graph Clustering
p-NormFlowDiffusionforLocalGraphClusteringKimonFountoulakis1DiWang2ShenghaoYang1Abstract1.IntroductionLocalgraphclusteringandthecloselyrelatedseedGraphsareubiquitouswhenitcomestomodelingrelation-se...
for Graph Local Diffusion Clustering
2023-11-14 21:45:511172348.38 KB15
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ACFlow Flow Models for Arbitrary Conditional Likelihoods
ACFlow:FlowModelsforArbitraryConditionalLikelihoodsYangLi1ShoaibAkbar2JunierB.Oliva1Abstractchinelearning.Thesemodelslearnanapproximationoftheunderlyingdatadistributionandarecapableofdrawingre-Unde...
for Models Conditional Arbitrary Flow
2023-11-14 21:42:566751.93 MB1
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Sum-of-Squares Polynomial Flow
Sum-of-SquaresPolynomialFlowPriyankJaini123KiraA.Selby12YaoliangYu12Abstractpushesforwarda(simple)sourceprobabilitydensity(ormeasure,ingeneral)toatargetdensitysuchthatcomputingTriangularmapisarecen...
Polynomial Flow Sum-of-Squares
2023-11-13 14:48:411083501.64 KB17
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Particle Flow Bayes’ Rule
ParticleFlowBayes’RuleXinshiChen1HanjunDai2LeSong23AbstractItthereforerequiresalgorithmswhichallowforefﬁcientonlineinference.Inthiscase,bothstandardMCMCandWepresentaparticleﬂowrealizationofBayes...
Bayes Rule Particle Flow
2023-11-13 14:48:1411484.93 MB12
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FlowaveNet A Generative Flow for Raw Audio
FlowaveNet:AGenerativeFlowforRawAudioSungwonKim1Sang-gilLee1JongyoonSong1JaehyeonKim2SungrohYoon13Abstractetal.,2018;Ariketal.,2017b;a;Pingetal.,2017;Jiaetal.,2018).However,thepracticalapplicationo...
for Generative Audio Flow Raw
2023-11-13 14:47:1516868.35 MB25
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Estimating Information Flow in Deep Neural Networks
EstimatingInformationFlowinDeepNeuralNetworksZivGoldfeld12EwoutvandenBerg23KristjanGreenewald23IgorMelnyk23NamNguyen23BrianKingsbury23YuryPolyanskiy12Abstractetal.,2018;Achille&Soatto,2018).Mutuali...
Neural Networks Deep in Estimating
2023-11-13 14:47:0516857.47 MB20
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Deep Generative Learning via Variational Gradient Flow
DeepGenerativeLearningviaVariationalGradientFlowYuanGao1YulingJiao2YangWang3YaoWang4CanYang3ShunkangZhang3Abstract1.IntroductionWeproposeaframeworktolearndeepgenerativeLearningthegenerativemodel,i....
Learning Variational Generative Gradient Deep
2023-11-13 14:46:5014681.84 MB8
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Accelerated Flow for Probability Distributions
AcceleratedFlowforProbabilityDistributionsAmirhosseinTaghvaei1PrashantG.Mehta1AbstractInthispaper,weproposeamethodologyandnumericalalgorithmsthatachieveacceleratedgradientﬂowsontheThispaperpresent...
for Accelerated Probability Distributions Flow
2023-11-13 14:46:16874673.01 KB15
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