"Deep"的相关文档

标签“Deep”的相关文档，共250条

Differentiable Dynamic Normalization for Learning Deep Representation
DifferentiableDynamicNormalizationforLearningDeepRepresentationPingLuo12ZhanglinPeng3WenqiShao23RuimaoZhang23JiaminRen3LingyunWu3AbstractForinstance,BNisusedaftereveryconvolutionallayerofaResNet101...
Learning for Deep Dynamic Differentiable
2023-11-13 14:46:5215605.95 MB15
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Diagnosing Bottlenecks in Deep Q-learning Algorithms
DiagnosingBottlenecksinDeepQ-learningAlgorithmsJustinFu1AviralKumar1MatthewSoh1SergeyLevine1AbstractwhichpotentialissueswithQ-learningmanifestinpractice.WeempiricallyanalyzeaspectsoftheQ-learningme...
Algorithms Deep in Diagnosing Bottlenecks
2023-11-13 14:46:528062.17 MB29
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Deep Residual Output Layers for Neural Language Generation
DeepResidualOutputLayersforNeuralLanguageGenerationNikolaosPappas1JamesHenderson1Abstractbeddingstocapturethesimilaritystructureoftheoutputlabelspace,sothatdataforsimilarlabelscanhelpclassi-Manytas...
Neural for Deep Language Residual
2023-11-13 14:46:51631380.84 KB3
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Deep Factors for Forecasting
DeepFactorsforForecastingYuyangWang1AlexSmola1DanielleC.Maddix1JanGasthaus1DeanFoster1TimJanuschowski1Abstractmetricshavebeendevelopedinthecontextofforecastingindividualorsmallgroupsoftimeseries.Th...
for Deep Forecasting Factors
2023-11-13 14:46:5011302.4 MB3
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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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Deep Gaussian Processes with Importance-Weighted Variational Inference
DeepGaussianProcesseswithImportance-WeightedVariationalInferenceHughSalimbeni12VincentDutordoir2JamesHensman2MarcPeterDeisenroth12AbstractFigure1:Posteriordensityfromatwo-layermodel,illus-tratingno...
Inference Variational with Deep Gaussian
2023-11-13 14:46:50784783.01 KB3
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Deep Counterfactual Regret Minimization
DeepCounterfactualRegretMinimizationNoamBrown12AdamLerer1SamGross1TuomasSandholm23Abstractintwo-playerzero-sumgames.FormsoftabularCFRhavebeenusedinallrecentmilestonesinthebenchmarkdomainCounterfact...
Deep Counterfactual Regret Minimization
2023-11-13 14:46:505993.23 MB17
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Deep Compressed Sensing
DeepCompressedSensingYanWu1MihaelaRosca1TimothyLillicrap1Abstracttrainingatall.CShasbeensuccessfullyappliedinscenarioswheremeasurementsarenoisyandexpensivetotake,suchCompressedsensing(CS)providesan...
Deep Compressed Sensing
2023-11-13 14:46:491852652.78 KB25
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Complexity of Linear Regions in Deep Networks
ComplexityofLinearRegionsinDeepNetworksBorisHanin1DavidRolnick2AbstractFigure1.Howmanylinearregions?Thisﬁgureshowsatwo-dimensionalslicethroughthe784-dimensionalinputspaceofItiswell-knownthattheexp...
of Networks Complexity Deep in
2023-11-13 14:46:418332.07 MB19
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Combating Label Noise in Deep Learning using Abstention
CombatingLabelNoiseinDeepLearningUsingAbstentionSunilThulasidasan12TanmoyBhattacharya1JeffreyBilmes2GopinathChennupati1JamaludinMohd-Yusof1AbstractImageNetdatabase(Dengetal.,2009)usedfortrainingvis...
Learning Using Deep in Noise
2023-11-13 14:46:4018156.85 MB5
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Collaborative Channel Pruning for Deep Networks
CollaborativeChannelPruningforDeepNetworksHanyuPeng1JiaxiangWu2ShifengChen1JunzhouHuang3AbstractTherearealargecollectionofresearchpapersfocusingonacceleratingandcompressingDeepnetworkstoimprovetheD...
for Networks Deep Collaborative Pruning
2023-11-13 14:46:381995692.21 KB29
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Characterizing Well-Behaved vs. Pathological Deep Neural Networks
CharacterizingWell-Behavedvs.PathologicalDeepNeuralNetworksAntoineLabatie1Abstractinput-outputmappingsatinitializationextensivelyfoundtobepredictiveoftrainabilityandpost-trainingperformanceWeintrod...
Neural Networks Deep vs.Characterizing
2023-11-13 14:46:371580874.93 KB9
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Calibrated Model-Based Deep Reinforcement Learning
CalibratedModel-BasedDeepReinforcementLearningAliMalik1VolodymyrKuleshov12JiamingSong1DannyNemer2HarlanSeymour2StefanoErmon1AbstractFigure1.Modernmodel-basedplanningalgorithmswithproba-bilisticmode...
Learning Reinforcement Deep Model-Based Calibrated
2023-11-13 14:46:351914903.81 KB25
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Bias Also Matters Bias Attribution for Deep Neural Network Explanation
BiasAlsoMatters:BiasAttributionforDeepNeuralNetworkExplanationShengjieWang1TianyiZhou1JefferyA.Bilmes2Abstractfunctions,utilizingmulti-layerarchitecturesandarichsetofpossiblehiddennon-linearities,m...
Neural for Deep Attribution Bias
2023-11-13 14:46:328243.67 MB25
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Bayesian Generative Active Deep Learning
BayesianGenerativeActiveDeepLearningToanTran1Thanh-ToanDo2IanReid1GustavoCarneiro1Abstractbeperformedwithimmenseandcarefullylabeleddatasets,wherethelargerthedataset,themoreeffectivethetrainingDeepl...
Learning Active Generative Deep Bayesian
2023-11-13 14:46:299911019.82 KB17
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Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning
BayesianActionDecoderforDeepMulti-AgentReinforcementLearningJakobN.Foerster12H.FrancisSong3EdwardHughes3NeilBurch3IainDunning3ShimonWhiteson1MatthewM.Botvinick3MichaelBowling3Abstract1.Introduction...
for Reinforcement Deep Bayesian Multi-Agent
2023-11-13 14:46:281908598.79 KB23
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A Kernel Perspective for Regularizing Deep Neural Networks
AKernelPerspectiveforRegularizingDeepNeuralNetworksAlbertoBietti1GrégoireMialon12DexiongChen1JulienMairal1Abstractsuchkernels,theRKHScontainsindeedDeepconvolutionalnetworkssimilartogenericones—up...
Neural for Kernel Networks Deep
2023-11-13 14:46:12856347.91 KB9
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A Deep Reinforcement Learning Perspective on Internet Congestion Control
ADeepReinforcementLearningPerspectiveonInternetCongestionControlNathanJay1NogaH.Rotman2P.BrightenGodfrey1MichaelSchapira2AvivTamar3AbstractFigure1:MultipletrafﬁcﬂowssharingalinkWepresentandinvest...
Learning Reinforcement on Deep Perspective
2023-11-13 14:46:11604871.13 KB15
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A Convergence Theory for Deep Learning via Over-Parameterization
AConvergenceTheoryforDeepLearningviaOver-ParameterizationZeyuanAllen-Zhu1YuanzhiLi23ZhaoSong456Abstract1IntroductionDeepneuralnetworks(DNNs)havedemon-Neuralnetworkshavedemonstratedagreatsuccessinst...
Learning for Deep Convergence via
2023-11-13 14:46:118411.18 MB13
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Zero-Shot Knowledge Distillation in Deep Networks
Zero-ShotKnowledgeDistillationinDeepNetworksGauravKumarNayak1KondaReddyMopuri2VaisakhShaj3R.VenkateshBabu1AnirbanChakraborty1Abstractlentperformance,buttheycanbehugeandcomputationallyexpensive.Henc...
Networks Deep in Zero-Shot Knowledge
2023-11-13 14:46:1013111.57 MB14
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