"Neural"的相关文档

标签“Neural”的相关文档，共287条

Generalization Guarantees for Neural Architecture Search with Train-Validation Split
GeneralizationGuaranteesforNeuralArchitectureSearchwithTrain-ValidationSplitSametOymak1MingchenLi2MahdiSoltanolkotabi3Abstractportantfordeeplearningapplicationswheretherearemanypossibilitiesforchoo...
Neural for with Guarantees Search
2023-11-16 18:46:4516532.16 MB29
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KNAS Green Neural Architecture Search
KNAS:GreenNeuralArchitectureSearchJingjingXu1LiangZhao2JunyangLin3RundongGao1XuSun12HongxiaYang3Abstracttecture.Theoptimizationmethoddictateshowtoexplorethesearchspace.Architectureevaluationisrespo...
Neural Search Architecture KNAS Green
2023-11-16 18:46:4110472.57 MB11
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Few-Shot Neural Architecture Search
Few-shotNeuralArchitectureSearchYiyangZhao1LinnanWang2YuandongTian3RodrigoFonseca2TianGuo1AbstractOnearchitectureEfﬁcientevaluationofanetworkarchitecture?:entire?drawnfromalargesearchspaceremain...
Neural Search Architecture Few-shot
2023-11-16 18:38:1016551.29 MB21
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Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks
Expressive1-LipschitzNeuralNetworksforRobustMultipleGraphLearningagainstAdversarialAttacksXinZhao1ZeruZhang1ZijieZhang1LingfeiWu2JiayinJin1YangZhou1RuomingJin3DejingDou45DaYan6Abstractment)(Zhang&T...
Neural for Networks Robust Multiple
2023-11-16 18:38:061397623.05 KB23
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Exponentially Many Local Minima in Quantum Neural Networks
ExponentiallyManyLocalMinimainQuantumNeuralNetworksXuchenYou12XiaodiWu12Abstractso-calledvariationalquantummethod(e.g.,Peruzzoetal.(2014)),arethemajorcandidatesofapplicationsthatcanbeQuantumNeuralN...
Neural Local in Quantum Minima
2023-11-16 18:38:06799824.91 KB4
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Enhancing Robustness of Neural Networks through Fourier Stabilization
EnhancingRobustnessofNeuralNetworksthroughFourierStabilizationNetanelRaviv1AidanKelley1MichaelGuo1YevgenyVorobeychik1Abstractevasionattacks(Grosseetal.,2016;Li&Vorobeychik,2018;Laskovetal.,2014;Xue...
of Neural Networks through Robustness
2023-11-16 18:38:00697521.37 KB22
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Elastic Graph Neural Networks
ElasticGraphNeuralNetworksXiaoruiLiu1WeiJin1YaoMa1YaxinLi1HuaLiu2YiqiWang1MingYan3JiliangTang1Abstractarchitecturedesignhasbeenmotivatedfromspectraldo-main(Kipf&Welling,2016;Defferrardetal.,2016)an...
Neural Networks Graph Elastic
2023-11-16 18:37:5913801.16 MB21
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Efficient Statistical Tests A Neural Tangent Kernel Approach
EfﬁcientStatisticalTests:ANeuralTangentKernelApproachShengJia12EhsanNezhadarya3YuhuaiWu12JimmyBa12Abstractformaximizingthetestpower(Liuetal.,2020;Gaoetal.,2020).Thesemethodshavebeenshowntoempirica...
Neural Kernel Efficient Statistical Approach
2023-11-16 18:37:5815113.56 MB22
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E(n) Equivariant Graph Neural Networks
E(n)EquivariantGraphNeuralNetworksVictorGarciaSatorras1EmielHoogeboom1MaxWelling1AbstractThispaperintroducesanewmodeltolearngraphNeuralnetworksequivarianttorotations,transla-tions,reﬂectionsandper...
Neural Networks Graph Equivariant
2023-11-16 18:37:561019940.86 KB5
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FL-NTK A Neural Tangent Kernel-based Framework for Federated Learning Analysis
FL-NTK:ANeuralTangentKernel-basedFrameworkforFederatedLearningAnalysisBaiheHuang1XiaoxiaoLi2ZhaoSong3XingYang4Abstractfrompersonaldata.Thesepersonaldataaresubjecttoreg-ulationssuchasCaliforniaConsu...
Neural for Framework Federated Kernel-Based
2023-11-16 18:37:541688724.94 KB4
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Cyclically Equivariant Neural Decoders for Cyclic Codes
CyclicallyEquivariantNeuralDecodersforCyclicCodesXiangyuChen1MinYe1Abstractcodes,polarcodes,LDPCcodesandReed-Muller(RM)codes.Neuraldecoderswereintroducedasageneraliza-tionoftheclassicBeliefPropagat...
Neural for Codes Cyclic Equivariant
2023-11-16 18:30:557028.99 MB20
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Dynamic Game Theoretic Neural Optimizer
DynamicGameTheoreticNeuralOptimizerGuan-HorngLiu12TianrongChen3EvangelosA.Theodorou12AbstractFigure1.DynamicgameperspectiveofgenericDNNtrainingpro-cess,wherewetreatlayermodulesasplayersinadynamicga...
Neural Dynamic Optimizer Theoretic Game
2023-11-16 18:30:5216305.17 MB5
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Conditional Temporal Neural Processes with Covariance Loss
ConditionalTemporalNeuralProcesseswithCovarianceLossBoseonYoo1JiwooLee2JanghoonJu2SeijunChung1SoyeonKim1JaesikChoi13Abstractducedin(Garneloetal.,2018a),whicharethenoveleffortsthatimplementsuchGPswi...
Neural with Conditional Processes Loss
2023-11-16 18:11:256056.12 MB14
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CATE Computation-aware Neural Architecture Encoding with Transformers
CATE:Computation-awareNeuralArchitectureEncodingwithTransformersShenYan1KaiqiangSong23FeiLiu2MiZhang1Abstract2020)ordesigningefﬁcientarchitecturesearchandevalu-ationmethods(Luoetal.,2018b;Shietal....
Neural with Architecture Encoding Transformers
2023-11-16 18:11:181386842.6 KB20
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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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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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AdaXpert Adapting Neural Architecture for Growing Data
AdaXpert:AdaptingNeuralArchitectureforGrowingDataShuaichengNiu12JiaxiangWu3GuanghuiXu1YifanZhang4YongGuo1PeilinZhao3PengWang5MingkuiTan16Abstract80networkadjustmentInreal-worldapplications,dataofte...
Neural for Adapting Data Architecture
2023-11-16 18:00:251536893.32 KB18
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A Unified Lottery Ticket Hypothesis for Graph Neural Networks
AUniﬁedLotteryTicketHypothesisforGraphNeuralNetworksTianlongChen1YongduoSui2XuxiChen1AstonZhang3ZhangyangWang1Abstract0.0059.0486.580.0083.2294.5097.75WithgraphsrapidlygrowinginsizeanddeeperGNNSpa...
Neural for Hypothesis Graph Unified
2023-11-16 18:00:1915833.57 MB28
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A Receptor Skeleton for Capsule Neural Networks
AReceptorSkeletonforCapsuleNeuralNetworksJintaiChen1HongyunYu1ChengdeQian2DannyZ.Chen3JianWu4AbstractSeniorRepresentationsInpreviousCapsuleNeuralNetworks(CapsNets),routingroutingalgorithmsoftenperf...
Neural for Networks Capsule Receptor
2023-11-16 17:51:5714331.82 MB23
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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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