"Deep"的相关文档

标签“Deep”的相关文档，共250条

Learning Intra-Batch Connections for Deep Metric Learning
LearningIntra-BatchConnectionsforDeepMetricLearningJennySeidenschwarz1IsmailElezi1LauraLeal-Taixe´1AbstractTolearnthemappingfunction,currentapproachesutilizesiamesenetworks(Bromleyetal.,1994),typi...
Learning for Deep Metric Connections
2023-11-16 19:05:0215503.21 MB24
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Learning Curves for Analysis of Deep Networks
LearningCurvesforAnalysisofDeepNetworksDerekHoiem1TanmayGupta2ZhizhongLi1MichalM.Shlapentokh-Rothman1Abstracttrapolateratherthanevaluateandhavetypicallyrequiredlarge-scaleexperimentsthatareoutsidet...
Learning of for Networks Analysis
2023-11-16 19:04:5910411.08 MB3
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Learning Deep Neural Networks under Agnostic Corrupted Supervision
LearningDeepNeuralNetworksunderAgnosticCorruptedSupervisionBoyangLiu1MengyingSun1DingWang1Pang-NingTan1JiayuZhou1Abstractduringtraining.Bydetectingandﬁltering(orre-weighting)thepossiblecorruptedsa...
Learning Neural Networks Deep under
2023-11-16 19:04:5812461.1 MB4
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Global Optimality Beyond Two Layers Training Deep ReLU Networks via Convex Programs
GlobalOptimalityBeyondTwoLayers:TrainingDeepReLUNetworksviaConvexProgramsTolgaErgen1MertPilanci1AbstractOutputUnderstandingthefundamentalmechanismbe-InputhindthesuccessofDeepneuralnetworksisoneofth...
Deep Beyond Global Two Training
2023-11-16 18:46:4710981.3 MB8
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Generalizable Episodic Memory for Deep Reinforcement Learning
GeneralizableEpisodicMemoryforDeepReinforcementLearningHaoHu1JianingYe2GuangxiangZhu1ZhizhouRen3ChongjieZhang1AbstractDiscreteEpisodicMemoryEpisodicmemory-basedmethodscanrapidlyKeyValuelatchontopas...
Learning for Reinforcement Deep Episodic
2023-11-16 18:46:4411639.31 MB22
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Large-Scale Multi-Agent Deep FBSDEs
Large-ScaleMulti-AgentDeepFBSDEsTianrongChen1ZiyiWang2IoannisExarchos3EvangelosA.Theodorou24AbstractAttheequilibrium,eachplayercannotgainanybeneﬁtbymodifyinghis/herownstrategygivenopponents’strat...
Deep Multi-Agent Large-Scale FBSDEs
2023-11-16 18:46:4314404.69 MB26
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LAMDA Label Matching Deep Domain Adaptation
LAMDA:LabelMatchingDeepDomainAdaptationTrungLe1TuanNguyen1NhatHo2HungBui3DinhPhung13Abstractconsumingtocollectandlabelhigh-qualitydatasufﬁcientlylargetotrainaccurateDeepmodels,suchasinthedomainDee...
Matching Deep Domain Adaptation Label
2023-11-16 18:46:428341.06 MB4
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Federated Deep AUC Maximization for Hetergeneous Data with a Constant Communication Complexity
FederatedDeepAUCMaximizationforHeterogeneousDatawithaConstantCommunicationComplexityZhuoningYuan1ZhishuaiGuo1YiXu2YimingYing3TianbaoYang1Abstractdistributedovermultipleclients,e.g.,mobilephones,org...
for Maximization Deep Data AUC
2023-11-16 18:38:10789971.81 KB8
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Emphatic Algorithms for Deep Reinforcement Learning
EmphaticAlgorithmsforDeepReinforcementLearningRayJiang1TomZahavy1ZhongwenXu1AdamWhite12MatteoHessel1CharlesBlundell1HadovanHasselt1AbstractManyreinforcementlearning(RL)agentslearnoff-policytosomeex...
Learning for Algorithms Reinforcement Deep
2023-11-16 18:38:0010602.78 MB27
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Discovering symbolic policies with Deep reinforcement learning
DiscoveringsymbolicpolicieswithDeepreinforcementlearningMikelLandajuela1BrendenK.Petersen1SookyungKim1ClaudioP.Santiago1RubenGlatt1T.NathanMundhenk1JacobF.Pettit1DanielM.Faissol1AbstractFigure1:Alg...
Learning with Reinforcement Deep Symbolic
2023-11-16 18:31:0913991.64 MB9
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Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers
DescendingthroughaCrowdedValley—BenchmarkingDeepLearningOptimizersRobinM.Schmidt1FrankSchneider1PhilippHennig12Abstract1.IntroductionChoosingtheoptimizerisconsideredtobeamongLarge-scalestochastico...
Learning Deep through Benchmarking Descending
2023-11-16 18:31:04887471.56 KB20
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Delving into Deep Imbalanced Regression
DelvingintoDeepImbalancedRegressionYuzheYang1KaiwenZha1Ying-CongChen1HaoWang2DinaKatabi1AbstractNumberofsamplesDeepImbalancedRegressionReal-worlddataoftenexhibitimbalanceddistri-Imbalanceddistribut...
Deep Regression Imbalanced into Delving
2023-11-16 18:31:0317493.32 MB24
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Deep Reinforcement Learning amidst Continual Structured Non-Stationarity
DeepReinforcementLearningamidstContinualStructuredNon-StationarityAnnieXie1JamesHarrison1ChelseaFinn1Abstractstationaritymanifestsitselfinchangingterrainsandweatherconditions.Insomesituations,notev...
Learning Reinforcement Deep Continual Structured
2023-11-16 18:31:0216791.8 MB11
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Deep Learning for Functional Data Analysis with Adaptive Basis Layers
DeepLearningforFunctionalDataAnalysiswithAdaptiveBasisLayersJunwenYao1JonasMueller2Jane-LingWang1Abstractindividualsubjectinourdataset.Withoutlossofgeneral-ityweassumethattheintervalis[0,1].Thecurv...
Learning for with Analysis Deep
2023-11-16 18:31:01746604.1 KB30
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Deep Latent Graph Matching
DeepLatentGraphMatchingTianshuYu1RunzhongWang2JunchiYan2BaoxinLi1Abstractrick,2004)),GMhasreceivedpersistentattentionfromthemachinelearningandoptimizationcommunitiesformanyDeeplearningforgraphmatch...
Matching Graph Deep Latent
2023-11-16 18:31:019781.1 MB23
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Deep kernel processes
DeepkernelprocessesLaurenceAitchison1AdamX.Yang1SebastianW.Ober2Abstractalreadyexist.Inthesemethods,whicharecloselyre-latedtoinﬁniteBayesianneuralnetworks(Leeetal.,2017;WedeﬁneDeepkernelprocesses...
Kernel Deep Processes
2023-11-16 18:31:01952217.12 KB8
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Deep Coherent Exploration for Continuous Control
DeepCoherentExplorationforContinuousControlYijieZhang1HerkevanHoof2Abstractstrategiesandundirectedstrategies(Thrun,1992;Plappertetal.,2018).Whiledirectedstrategiesaimtoextractuse-Inpolicysearchmeth...
for Deep Coherent Exploration Continuous
2023-11-16 18:31:0118007.91 MB23
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Deep Generative Learning via Schrödinger Bridge
DeepGenerativeLearningviaSchro¨dingerBridgeGefeiWang1YulingJiao2QianXu3YangWang14CanYang14AbstractChoietal.,2020),semanticimageediting(Zhuetal.,2016;Shenetal.,2020)andaudiosynthesis(VanDenOordetal...
Learning Generative Deep via Schr
2023-11-16 18:31:005604.47 MB13
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Deep Continuous Networks
DeepContinuousNetworksNergisTomen1SilviaL.Pintea1JanC.vanGemert1Abstractcalcircuits(Schrimpfetal.,2018),andemployCNNsasmodelsofbiologicalvision(Zhuangetal.,2020a).Specif-CNNsandcomputationalmodelso...
Networks Deep Continuous
2023-11-16 18:31:0015524.24 MB19
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Deep Adaptive Design Amortizing Sequential Bayesian Experimental Design
DeepAdaptiveDesign:AmortizingSequentialBayesianExperimentalDesignAdamFoster1DesiR.Ivanova1IlyasMalik2TomRainforth1Abstractusingalikelihoodp(yθ,ξ)andapriorp(θ),whereξisourcontrollabledesignandθ...
Adaptive Deep Bayesian Sequential Design
2023-11-16 18:30:591255549.97 KB14
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