"Networks"的相关文档

标签“Networks”的相关文档，共232条

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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Equivariant Networks for Pixelized Spheres
EquivariantNetworksforPixelizedSpheresMehranShakerinava12SiamakRavanbakhsh12AbstractFigure1.Wemodeltherotationalsymmetryofthespherebycom-biningtherotationalsymmetryofaPlatonicsolidandisometriesPixe...
for Networks Equivariant Spheres Pixelized
2023-11-16 18:38:029193.13 MB1
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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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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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Directional Graph Networks
DirectionalGraphNetworksDominiqueBeaini1SaroPassaro2VincentLe´tourneau13WilliamL.Hamilton34GabrieleCorso2PietroLio`2Abstractnels(alsocalledisotropickernels)(Kipf&Welling,2016;Gilmeretal.,2017).The...
Networks Graph Directional
2023-11-16 18:31:0910962.09 MB26
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Diffusion Source Identification on Networks with Statistical Confidence
DiffusionSourceIdentiﬁcationonNetworkswithStatisticalConﬁdenceQuinlanDawkins1TianxiLi2HaifengXu1Abstractleakageproblems(Newmanetal.,2002;Halperin&Al-mogy,2002;Xu&Ren,2016).ThenegativeimpactsstemD...
Networks Identification with on Statistical
2023-11-16 18:31:081456567.08 KB27
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Differentiable Sorting Networks for Scalable Sorting and Ranking Supervision
DifferentiableSortingNetworksforScalableSortingandRankingSupervisionFelixPetersen1ChristianBorgelt2HildeKuehne34OliverDeussen1AbstractRecently,theideaofend-to-endtrainingofneuralNetworkswithsorting...
for Networks and Differentiable Ranking
2023-11-16 18:31:06880310.88 KB15
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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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Bayesian Attention Belief Networks
BayesianAttentionBeliefNetworksShujianZhang1XinjieFan1BoChen2MingyuanZhou1AbstractoftheTransformerstructure,itbecomespossibletotrainunprecedentedlargemodelsonbigdatasets(Devlinetal.,Attention-based...
Networks Bayesian Attention Belief
2023-11-16 18:07:431258728.17 KB2
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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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Active Learning of Continuous-time Bayesian Networks through Interventions
ActiveLearningofContinuous-timeBayesianNetworksthroughInterventionsDominikLinzner12HeinzKoeppl13Abstracttolearnthesedependencies.Thisisaproblemwhendataisacquiredunderlimitedresources,whichisthecase...
Learning of Active Networks Bayesian
2023-11-16 18:00:247471.21 MB5
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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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Unsupervised Transfer Learning for Spatiotemporal Predictive Networks
UnsupervisedTransferLearningforSpatiotemporalPredictiveNetworksZhiyuYao1YunboWang1MingshengLong1JianminWang1Abstractdeeprepresentationsfromtheconsequencesofcomplexvideoevents.Thestudiesofthespatiot...
Learning for Networks Unsupervised Transfer
2023-11-14 21:46:5810182.21 MB7
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Transformation of ReLU-based recurrent neural Networks from discrete-time to continuous-time
TransformationofReLU-basedrecurrentneuralNetworksfromdiscrete-timetocontinuous-timeZahraMonfared1DanielDurstewitz12AbstractMorerecently,inthenaturalsciences,biologyandphysicsinparticular,RNNswereal...
of Neural from Networks Recurrent
2023-11-14 21:46:5116791.01 MB6
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Training Neural Networks for and by Interpolation
TrainingNeuralNetworksforandbyInterpolationLeonardBerrada1AndrewZisserman2M.PawanKumar2Abstractdimensionalnon-convexfunctions.Inpractice,themainalgorithmsofchoiceareStochasticGradientDescent(SGD)In...
Neural for Networks and by
2023-11-14 21:46:51706454.88 KB3
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Training Linear Neural Networks Non-Local Convergence and Complexity Results
TrainingLinearNeuralNetworks:Non-LocalConvergenceandComplexityResultsArminEftekhari1AbstractbythelinearmapLinearNetworksprovidevaluableinsightsintoRdx→RdytheworkingsofneuralNetworksingeneral.Thisp...
Neural Networks and Convergence Linear
2023-11-14 21:46:511446408.45 KB24
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Training Binary Neural Networks using the Bayesian Learning Rule
TrainingBinaryNeuralNetworksusingtheBayesianLearningRuleXiangmingMeng1RomanBachmann2MohammadEmtiyazKhan1Abstractbyreplacingthemultiplicationandadditionoperationswiththebit-wisexnorandbitcountoperat...
Neural Using Networks the Bayesian
2023-11-14 21:46:5019361.9 MB27
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Training Binary Neural Networks through Learning with Noisy Supervision
TrainingBinaryNeuralNetworksthroughLearningwithNoisySupervisionKaiHan12YunheWang2YixingXu2ChunjingXu2EnhuaWu13ChangXu4AbstractFigure1.Frameworkoflearningbinaryneuronswithnoisysuper-vision.Anetworkf...
Learning Neural Networks with through
2023-11-14 21:46:50670529.05 KB27
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T-Basis a Compact Representation for Neural Networks
T-Basis:aCompactRepresentationforNeuralNetworksAntonObukhov1MaximRakhuba1StamatiosGeorgoulis1MenelaosKanakis1DengxinDai1LucVanGool12Abstractthatcontainmillionsoftrainableparametersandconsumelotsofm...
Neural for Networks Compact Representation
2023-11-14 21:46:4016321.18 MB24
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