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标签“Deep”的相关文档，共250条

Data augmentation for Deep learning based accelerated MRI reconstruction with limited data
DataaugmentationforDeeplearningbasedacceleratedMRIreconstructionwithlimiteddataZalanFabian1ReinhardHeckel2MahdiSoltanolkotabi1Abstracttients.Duetothesubsampling,therearefewerequationsthanunknowns,a...
Learning for Deep Data Accelerated
2023-11-16 18:30:5615383.33 MB11
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Cooperative Exploration for Multi-Agent Deep Reinforcement Learning
CooperativeExplorationforMulti-AgentDeepReinforcementLearningIou-JenLiu1UnnatJain1RaymondA.Yeh1AlexanderG.Schwing1Abstract(MADDPG)(Loweetal.,2017),andcounterfactualmulti-agentpolicygradients(COMA)(...
Learning for Reinforcement Deep Multi-Agent
2023-11-16 18:30:511093838.21 KB1
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DouZero Mastering DouDizhu with Self-Play Deep Reinforcement Learning
DouZero:MasteringDouDizhuwithSelf-PlayDeepReinforcementLearningDaochenZha1JingruXie2WenyeMa2ShengZhang3XiangruLian2XiaHu1JiLiu2Abstractexample,AlphaGo(Silveretal.,2016),AlphaZero(Sil-veretal.,2018)...
with Reinforcement Deep Self-Play DouZero
2023-11-16 18:30:5015941.14 MB11
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Consensus Control for Decentralized Deep Learning
ConsensusControlforDecentralizedDeepLearningLingjingKong1TaoLin1AnastasiaKoloskova1MartinJaggi1SebastianU.Stich1Abstractlocalmini-batchgradientscomputedondifferentsubsetsofthedata,forthelatersynchr...
Learning for Consensus Deep Decentralized
2023-11-16 18:11:1312224.35 MB18
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Bayesian Deep Learning via Subnetwork Inference
BayesianDeepLearningviaSubnetworkInferenceErikDaxberger12EricNalisnick3JamesUrquhartAllingham1JavierAntora´n1Jose´MiguelHerna´ndez-Lobato145Abstractpresentsaprincipledwaytocaptureuncertaintyviat...
Learning Inference Deep Bayesian via
2023-11-16 18:07:4315682.03 MB13
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Backdoor Scanning for Deep Neural Networks through K-Arm Optimization
BackdoorScanningforDeepNeuralNetworksthroughK-ArmOptimizationGuangyuShen1YingqiLiu1GuanhongTao1ShengweiAn1QiulingXu1SiyuanCheng1ShiqingMa2XiangyuZhang1Abstractdoor)attackexploitstheuninterpretabili...
Neural for Networks Deep through
2023-11-16 18:07:4019911.3 MB24
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Analyzing the tree-layer structure of Deep Forests
Analyzingthetree-layerstructureofDeepForestsLudovicArnould1ClaireBoyer1ErwanScornet2AbstractDeepForest(DF)algorithm(Zhou&Feng,2017),whichusesRandomForests(RF)(Breiman,2001)asneurons,hasRandomforest...
of Deep the Structure Analyzing
2023-11-16 18:00:318024.5 MB27
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Adversarial Robustness Guarantees for Random Deep Neural Networks
AdversarialRobustnessGuaranteesforRandomDeepNeuralNetworksGiacomoDePalma123BobakT.Kiani34SethLloyd23Abstractanextremelysmallperturbationcanchangethelabelofacorrectlyclassifedimage.Thispropertyposes...
Neural for Adversarial Guarantees Deep
2023-11-16 18:00:281986952.7 KB19
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Active Deep Probabilistic Subsampling
ActiveDeepProbabilisticSubsamplingHansvanGorp1IrisA.M.Huijben1BastiaanS.Veeling2NicolaPezzotti34RuudJ.G.vanSloun14AbstractFirstproposedbyDonoho(2006),andlaterappliedforMRIbyLustigetal.(2007),CSleve...
Active Deep Probabilistic Subsampling
2023-11-16 18:00:2318031.3 MB24
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A Deep Reinforcement Learning Approach to Marginalized Importance Sampling with the Successor Representation
ADeepReinforcementLearningApproachtoMarginalizedImportanceSamplingwiththeSuccessorRepresentationScottFujimoto1DavidMeger1DoinaPrecup1Abstractapproachcanhavesigniﬁcantlylowervariancethantradi-tiona...
Learning Reinforcement Deep to Approach
2023-11-16 17:52:0212664.93 MB21
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Unique Properties of Wide Minima in Deep Networks
UniquePropertiesofFlatMinimainDeepNetworksRotemMulayoff1TomerMichaeli1Abstractmodels(Gunasekaretal.,2018b)andDeepnonlinearnet-workswithhomogeneousactivationfunctions(Lyu&Li,Itiswellknownthat(stocha...
of Deep in Minima Wide
2023-11-14 21:46:5512801.32 MB23
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Training Deep Energy-Based Models with f-Divergence Minimization
TrainingDeepEnergy-BasedModelswithf-DivergenceMinimizationLantaoYu1YangSong1JiamingSong1StefanoErmon1Abstractbasedmodels(Dinhetal.,2014;2016;Kingma&Dhariwal,2018)andsum-productnetworks(Poon&Domingo...
Models with Deep Minimization Energy-Based
2023-11-14 21:46:5014041.4 MB1
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Temporal Phenotyping using Deep Predictive Clustering of Disease Progression
TemporalPhenotypingusingDeepPredictiveClusteringofDiseaseProgressionChangheeLee1MihaelavanderSchaar231Abstractunderstandingsuchheterogeneousdiseases.Thisallowsclinicianstoanticipatepatients’progno...
of Using Deep Clustering Temporal
2023-11-14 21:46:4117352.13 MB7
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Student Specialization in Deep Rectified Networks With Finite Width and Input Dimension
StudentSpecializationinDeepRectiﬁedNetworksWithFiniteWidthandInputDimensionYuandongTian1Abstract1.IntroductionWeconsideraDeepReLU/LeakyReLUstu-WhileDeepLearninghasachievedgreatsuccessindiffer-dent...
Networks with Deep in Rectified
2023-11-14 21:46:3712922.65 MB16
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Source Separation with Deep Generative Priors
SourceSeparationwithDeepGenerativePriorsVivekJayaramJohnThickstunAbstractWithnofurtherconstraintsorregularization,solvingEqua-tion(1)forxishighlyunderdetermined.Classical“blind”Despitesubstantial...
Generative with Deep Source Priors
2023-11-14 21:46:2618712.04 MB24
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Simple and Deep Graph Convolutional Networks
SimpleandDeepGraphConvolutionalNetworksMingChen1ZheweiWei234ZengfengHuang5BolinDing6YaliangLi6AbstractDespitetheirenormoussuccess,mostofthecurrentGCNmodelsareshallow.Mostoftherecentmodels,suchasGra...
Networks and Graph Deep simple
2023-11-14 21:46:249792.74 MB11
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SDE-Net Equipping Deep Neural Networks with Uncertainty Estimates
SDE-Net:EquippingDeepNeuralNetworkswithUncertaintyEstimatesLingkaiKong1JimengSun2ChaoZhang1Abstractbilitiesforclassiﬁcation(Guoetal.,2017).Moreover,theycanmakeerroneousyetwildlyconﬁdentprediction...
Neural Networks with Deep Uncertainty
2023-11-14 21:46:1917579.31 MB24
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Scalable Deep Generative Modeling for Sparse Graphs
ScalableDeepGenerativeModelingforSparseGraphsHanjunDai1AzadeNazi1YujiaLi2BoDai1DaleSchuurmans1AbstractClassicalgenerativemodelsofgraphs,basedonrandomgraphtheory(Erdo˝s&Re´nyi,1960;Baraba´si&Albe...
for Sparse Generative Deep graphs
2023-11-14 21:46:1713592.49 MB10
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Safe Deep Semi-Supervised Learning for Unseen-Class Unlabeled Data
SafeDeepSemi-SupervisedLearningforUnseen-ClassUnlabeledDataLan-ZheGuo1Zhen-YuZhang1YuanJiang1Yu-FengLi1Zhi-HuaZhou1AbstractFigure1.Oneexampleofclassdistributionmismatch.Unlabeleddatacontainsclasses...
Learning for Deep Unlabeled Semi-Supervised
2023-11-14 21:46:1412684.28 MB2
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RIFLE Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr
RIFLE:BackpropagationinDepthforDeepTransferLearningthroughRe-InitializingtheFully-connectedLayErXingjianLi12HaoyiXiong1HaozheAn1ChengzhongXu23DejingDou1Abstract1.IntroductionFine-tuningtheDeepconvo...
for Deep in Transfer Backpropagation
2023-11-14 21:46:122000679.15 KB3
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