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标签“Network”的相关文档，共69条

What Are Bayesian Neural Network Posteriors Really Like
WhatAreBayesianNeuralNetworkPosteriorsReallyLike?PavelIzmailov1SharadVikram2MatthewD.Hoffman2AndrewGordonWilson1AbstractforneuralNetworkspromisesimprovedpredictions,reli-ableuncertaintyestimates,an...
Neural Bayesian Network Are Posteriors
2023-11-16 19:42:261196469.07 KB30
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The Hintons in your Neural Network a Quantum Field Theory View of Deep Learning
TheHintonsinyourNeuralNetwork:aQuantumFieldTheoryViewofDeepLearningRobertoBondesan1MaxWelling1AbstractInthispaperweproposeadirectmappingofadeepneu-ralNetworkontoaopticalquantumcomputerthroughtheInt...
Neural the in Network Quantum
2023-11-16 19:42:05752607.86 KB11
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SagaNet A Small Sample Gated Network for Pediatric Cancer Diagnosis
SagaNet:ASmallSampleGatedNetworkforPediatricCancerDiagnosisYuhanLiu1ShiliangSun1Abstracttodevotealotoftimeandendeavorsduringbusywork.Second,fortheprotectionofdataprivacy,manyhospitalsorThescarcityo...
for Network Sample Gated Small
2023-11-16 19:41:397703.91 MB29
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On Monotonic Linear Interpolation of Neural Network Parameters
AnalyzingMonotonicLinearInterpolationinNeuralNetworkLossLandscapesJamesLucas12JuhanBae12MichaelR.Zhang12StanislavFort3RichardZemel12RogerGrosse12AbstractFigure1.MonotoniclinearinterpolationforaResN...
of Neural on Network Linear
2023-11-16 19:15:447182.9 MB29
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Nondeterminism and Instability in Neural Network Optimization
NondeterminismandInstabilityinNeuralNetworkOptimizationCeciliaSummers1MichaelJ.Dinneen1Abstractwasteful,usingmorecomputingpower,increasingthetimerequiredforeffectiveresearch,andmakingreproducibilit...
Neural Optimization and in Network
2023-11-16 19:15:37674967.54 KB28
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Network Inference and Influence Maximization from Samples
NetworkInferenceandInﬂuenceMaximizationfromSamplesWeiChen1XiaomingSun23JialinZhang23ZhijieZhang23Abstractnodescalledseedstakessomepieceofinformation(news,ideasoropinions,etc.),andtheinformationspr...
from Maximization Inference and Network
2023-11-16 19:15:341116289.32 KB9
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Multi-layered Network Exploration via Random Walks From Offline Optimization to Online Learning
Multi-layeredNetworkExplorationviaRandomWalks:FromOfﬂineOptimizationtoOnlineLearningXutongLiu1JinhangZuo2XiaoweiChen3WeiChen4JohnC.S.Lui1AbstractusedasaneffectivetoolforNetworkexploration(Lvetal.,...
from via random Exploration Network
2023-11-16 19:15:301090532.63 KB19
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Learning Neural Network Subspaces
LearningNeuralNetworkSubspacesMitchellWortsman1MaxwellHorton2CarlosGuestrin2AliFarhadi2MohammadRastegari2AbstractFigure1.SchematicforlearningalineofneuralNetworkscom-paredwithstandardtraining.Themi...
Learning Neural Network Subspaces
2023-11-16 19:05:011886898.59 KB10
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Inference for Network Regression Models with Community Structure
InferenceforNetworkRegressionModelswithCommunityStructureMengjiePan1TylerH.McCormick2BaileyK.Fosdick3AbstractInthiswork,wefocusonacasewherecontinuousrelationsbetweenpairsofactorsaremodeledasalinear...
for Inference Models with Regression
2023-11-16 18:47:031682934.67 KB26
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Improving Molecular Graph Neural Network Explainability with Orthonormalization and Induced Sparsity
ImprovingMolecularGraphNeuralNetworkExplainabilitywithOrthonormalizationandInducedSparsityRyanHenderson1Djork-Arne´Clevert1FlorianeMontanari1AbstractHowever,theopaquenatureofartiﬁcialneuralnetwor...
Neural with Graph Improving Network
2023-11-16 18:47:0314412.04 MB28
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HEMET A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture
HEMET:AHomomorphic-Encryption-FriendlyPrivacy-PreservingMobileNeuralNetworkArchitectureQianLou1LeiJiang1AbstractPPNNs(Brutzkusetal.,2019;Dathathrietal.,2019;2020)approximatetheiractivationsbyadegre...
Neural Network Architecture HEMET Homomorphic-Encryption-Friendly
2023-11-16 18:46:541054785.1 KB25
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HAWQ-V3 Dyadic Neural Network Quantization
HAWQ-V3:DyadicNeuralNetworkQuantizationZheweiYao1ZhenDong1ZhangchengZheng1AmirGholami1JialiYu23EricTan1LeyuanWang2QijingHuang1YidaWang2MichaelW.Mahoney1KurtKeutzer1Abstract1.IntroductionCurrentlow-...
Neural Network Quantization HAWQ-V3 Dyadic
2023-11-16 18:46:539282.54 MB4
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Group Fisher Pruning for Practical Network Compression
GroupFisherPruningforPracticalNetworkCompressionLiyangLiu1ShilongZhang2ZhanghuiKuang3AojunZhou3Jing-HaoXue4XinjiangWang3YiminChen3WenmingYang1QingminLiao1WayneZhang235Abstract78OursOursOursAOFPNetw...
for Group Network Compression Practical
2023-11-16 18:46:528772.87 MB6
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LARNet Lie Algebra Residual Network for Face Recognition
LARNet:LieAlgebraResidualNetworkforFaceRecognitionXiaolongYang123XiaohongJia12DihongGong3Dong-MingYan42ZhifengLi3WeiLiu3Abstractmodelsarestrongandrobusttofacerecognitionconductedinunconstrainedenvi...
for Network Residual Face Lie
2023-11-16 18:46:436712 MB22
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Consistent Nonparametric Methods for Network Assisted Covariate Estimation
ConsistentNonparametricMethodsforNetworkAssistedCovariateEstimationXueyuMao1DeepayanChakrabarti2PurnamritaSarkar3AbstractforinvestigatingprivacyinsocialNetworks,amongothers.Thus,ageneralsolutiontot...
for Methods Consistent Network Nonparametric
2023-11-16 18:11:1314013.8 MB24
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Breaking the Deadly Triad with a Target Network
BreakingtheDeadlyTriadwithaTargetNetworkShangtongZhang1HengshuaiYao23ShimonWhiteson1Abstractpingmethodsconstructupdatetargetsforanestimatebyusingtheestimateitselfrecursively,whichusuallyhaslowerThe...
with the Breaking Network Target
2023-11-16 18:07:381102602.1 KB7
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A Modular Analysis of Provable Acceleration via Polyak’s Momentum Training a Wide ReLU Network and a Deep Linear Network
AModularAnalysisofProvableAccelerationviaPolyak’sMomentum:TrainingaWideReLUNetworkandaDeepLinearNetworkJun-KunWang1Chi-HengLin2JacobAbernethy1Abstract1.IntroductionIncorporatingaso-called“momentu...
of Analysis via Network Modular
2023-11-16 17:52:041583273.76 KB5
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A Unified Generative Adversarial Network Training via Self-Labeling and Self-Attention
AUniﬁedGenerativeAdversarialNetworkTrainingviaSelf-LabelingandSelf-AttentionTomokiWatanabe1PaoloFavaro2Abstractgeneratesamplesfromsomelatentrepresentation(typicallyasamplefromaGaussiandistribution...
Adversarial Generative via Network Training
2023-11-16 17:52:0012378.11 MB6
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A Probabilistic Approach to Neural Network Pruning
AProbabilisticApproachtoNeuralNetworkPruningXinQian1DiegoKlabjan1AbstractcalledtheLotteryTicketHypothesis(LTH).Ramanujanetal.(2020)furtherconjecturethat,asufﬁcientlyover-NeuralNetworkpruningtechni...
Neural Probabilistic to Approach Network
2023-11-16 17:51:57996396.49 KB5
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TrajectoryNet A Dynamic Optimal Transport Network for Modeling Cellular Dynamics
TrajectoryNet:ADynamicOptimalTransportNetworkforModelingCellularDynamicsAlexanderTong1JessieHuang1GuyWolf23DavidvanDijk14SmitaKrishnaswamy15Abstractmentsatdifferentstagesofdiseaseprogression(Waddin...
for Dynamic Optimal Transport Network
2023-11-14 21:46:517584.81 MB27
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