"Neural"的相关文档

标签“Neural”的相关文档，共287条

On Reward-Free RL with Kernel and Neural Function Approximations Single-Agent MDP and Markov Game
OnReward-FreeRLwithKernelandNeuralFunctionApproximations:Single-AgentMDPandMarkovGameShuangQiu1JiepingYe1ZhaoranWang2ZhuoranYang3AbstractislargeandfunctionapproximatorssuchasNeuralnetworksareemploy...
Neural Kernel and with on
2023-11-16 19:15:451156360.65 KB9
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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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On Explainability of Graph Neural Networks via Subgraph Explorations
OnExplainabilityofGraphNeuralNetworksviaSubgraphExplorationsHaoYuan1HaiyangYu1JieWang2KangLi3ShuiwangJi1Abstract2018;Wangetal.,2019),andgraphpooling(Yuan&Ji,2020;Gao&Ji,2019;Zhangetal.,2018).Howeve...
of Neural Networks Graph on
2023-11-16 19:15:4313281.22 MB30
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On Energy-Based Models with Overparametrized Shallow Neural Networks
OnEnergy-BasedModelswithOverparametrizedShallowNeuralNetworksCarlesDomingo-Enrich1AlbertoBietti2EricVanden-Eijnden1JoanBruna12Abstracttionaltoexp{−f(x)}.Suchenergy-basedmodels(EBMs)originateinstat...
Neural Models with on Energy-Based
2023-11-16 19:15:4212335.08 MB12
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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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Neural Symbolic Regression that scales
NeuralSymbolicRegressionthatScalesLucaBiggio12TommasoBendinelli2AlexanderNeitz3AurelienLucchi1GiambattistaParascandolo13AbstractTheprocessofdiscoveringsymbolicexpressionsfromex-perimentaldataishard...
Neural Regression Symbolic that Scales
2023-11-16 19:15:3614314.61 MB22
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Neural Tangent Generalization Attacks
NeuralTangentGeneralizationAttacksChia-HungYuan1Shan-HungWu1Abstractdata.TheymaynotwanttheirdatabeingusedtotrainamasssurveillancemodelormusicgeneratorthatviolatesTheremarkableperformanceachievedbyD...
Neural generalization Attacks Tangent
2023-11-16 19:15:366364.48 MB17
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Neural Transformation Learning for Deep Anomaly Detection Beyond Images
NeuralTransformationLearningforDeepAnomalyDetectionBeyondImagesChenQiu12TimoPfrommer1MariusKloft2StephanMandt3MajaRudolph1Abstractformationsareuseful,anditishardtodesignthesetrans-formationsmanuall...
Learning Neural for Deep Detection
2023-11-16 19:15:3613791.4 MB8
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Neural Pharmacodynamic State Space Modeling
NeuralPharmacodynamicStateSpaceModelingZeshanHussain1RahulG.Krishnan2DavidSontag1Abstractsub-type(Zhangetal.,2019b).Todothesetaskswell,under-standinghowapatient’sbiomarkersevolveovertimegivenModel...
Neural Modeling Space State Pharmacodynamic
2023-11-16 19:15:3610061.22 MB9
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Neural Rough Differential Equations for Long Time Series
NeuralRoughDifferentialEquationsforLongTimeSeriesJamesMorrill12CristopherSalvi12PatrickKidger12JamesFoster12Abstractdirectwaytomodifythetrajectorygivensubsequentob-servations.Incontrast,thevectorﬁ...
Neural for Time Differential Equations
2023-11-16 19:15:35781533.21 KB10
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Neural SDEs as Infinite-Dimensional GANs
NeuralSDEsasInﬁnite-DimensionalGANsPatrickKidger12JamesFoster12XuechenLi3HaraldOberhauser12TerryLyons12Abstractstochasticdifferentialequations(NeuralSDEs),suchasTzen&Raginsky(2019a);Lietal.(2020);...
Neural GANs as Infinite-Dimensional SDEs
2023-11-16 19:15:35886529.87 KB11
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Neural Feature Matching in Implicit 3D Representations
NeuralFeatureMatchinginImplicit3DRepresentationsYunluChen1BasuraFernando2HakanBilen3ThomasMensink41EfstratiosGavves1AbstractsourceappearancefeaturefittingmatchingRecently,Neuralimplicitfunctionshav...
3D Neural Representations Feature Matching
2023-11-16 19:15:3514208.62 MB30
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Neural Architecture Search without Training
NeuralArchitectureSearchwithoutTrainingJosephMellor1JackTurner2AmosStorkey2ElliotJ.Crowley3Abstractshiftfromdesigningarchitecturestodesigningalgorithmsthatsearchforcandidatearchitectures(Elskenetal...
Neural without Search Architecture Training
2023-11-16 19:15:3415661.53 MB7
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MorphVAE Generating Neural Morphologies from 3D-Walks using a Variational Autoencoder with Spherical Latent Space
MorphVAE:GeneratingNeuralMorphologiesfrom3D-WalksusingaVariationalAutoencoderwithSphericalLatentSpaceSophieLaturnus1PhilippBerens123Abstractputsitreceivesandwherethecomputedoutputsaresentto(Hilleta...
Neural from Using Generating MorphVAE
2023-11-16 19:15:2915157.59 MB23
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Momentum Residual Neural Networks
MomentumResidualNeuralNetworksMichaelE.Sander12PierreAblin12MathieuBlondel3GabrielPeyre´12Abstract2019).Mostofdeeplearningtasksinvolvegraphicsprocess-ingunits(GPUs),wherememoryisapracticalbottlene...
Neural Networks Momentum Residual
2023-11-16 19:15:2814092.86 MB21
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Modeling Hierarchical Structures with Continuous Recursive Neural Networks
ModelingHierarchicalStructureswithContinuousRecursiveNeuralNetworksJishnuRayChowdhury1CorneliaCaragea1Abstractsomeofthesestructure-awaremethods(Shenetal.,2019a;Qianetal.,2020)alsoexhibitbettersyste...
Neural with Hierarchical Modeling Continuous
2023-11-16 19:15:271803338.86 KB6
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On the Random Conjugate Kernel and Neural Tangent Kernel
OntheRandomConjugateKernelandNeuralTangentKernelZhengmianHu1HengHuang1Abstractduetothedifﬁcultiesraisedbythenon-convexityofthelossfunctionandthecomplicationofoptimizationmethods.Weinvestigatethedi...
Neural Kernel and on the
2023-11-16 19:15:251629450.89 KB12
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Meta-learning Hyperparameter Performance Prediction with Neural Processes
Meta-learningHyperparameterPerformancePredictionwithNeuralProcessesYingWei1PeilinZhao2JunzhouHuang2AbstractFreefromthelimitationsofexhaustivesearch(Bergstra&Bengio,2012)beingcomputationallyexpensiv...
Neural with Processes Prediction Hyperparameter
2023-11-16 19:05:1711961.48 MB6
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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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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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