"Convolutional"的相关文档 - 文库宝

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标签“Convolutional”的相关文档，共46条

MixHop Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing
MixHop:Higher-OrderGraphConvolutionalArchitecturesviaSparsiﬁedNeighborhoodMixingSamiAbu-El-Haija1BryanPerozzi2AmolKapoor2NazaninAlipourfard1KristinaLerman1HrayrHarutyunyan1GregVerSteeg1AramGalstya...
Graph via Convolutional Architectures Sparsified
2023-11-13 14:47:511432356.1 KB18
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Making Convolutional Networks Shift-Invariant Again
MakingConvolutionalNetworksShift-InvariantAgainRichardZhang1Abstractpiricalevidencesuggestsmax-poolingprovidesstrongertaskperformance(Schereretal.,2010),leadingtoitsModernConvolutionalnetworksareno...
Networks Making Convolutional Again Shift-Invariant
2023-11-13 14:47:4810691.98 MB15
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LegoNet Efficient Convolutional Neural Networks with Lego Filters
LegoNet:EfﬁcientConvolutionalNeuralNetworkswithLegoFiltersZhaohuiYang12YunheWang2HantingChen12ChuanjianLiu2BoxinShi34ChaoXu1ChunjingXu2ChangXu5AbstractHuangetal.,2017),detection(Renetal.,2015;Liue...
Neural Networks Efficient with Convolutional
2023-11-13 14:47:4411161.11 MB2
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Interpreting Adversarially Trained Convolutional Neural Networks
InterpretingAdversariallyTrainedConvolutionalNeuralNetworksTianyuanZhang1ZhanxingZhu234AbstractAlongthisline,somerecentworksshowedthatstandardCNNstrainedonImageNetmaketheirpredictionsrelyonWeattemp...
Neural Networks Convolutional Adversarially Interpreting
2023-11-13 14:47:3210635.22 MB26
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Graph Convolutional Gaussian Processes
GraphConvolutionalGaussianProcessesIanWalker1BenGlocker1Abstractthedimensionalityoftheinputinaprincipledmanner,in-spiredbyrecentworkingeometricdeeplearning(BronsteinWeproposeanovelBayesiannonparame...
Graph Gaussian Processes Convolutional
2023-11-13 14:47:217781.61 MB15
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Geometry Aware Convolutional Filters for Omnidirectional Images Representation
GeometryAwareConvolutionalFiltersforOmnidirectionalImagesRepresentationRenataKhasanova1PascalFrossard1Abstract(a)(b)(c)Duetotheirwideﬁeldofview,omnidirectionalFigure1.Adaptationofthesizeandshapeof...
for Filters Convolutional Images Geometry
2023-11-13 14:47:1913142.24 MB5
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Gauge Equivariant Convolutional Networks and the Icosahedral CNN
GaugeEquivariantConvolutionalNetworksandtheIcosahedralCNNTacoS.Cohen1MauriceWeiler2BerkayKicanaoglu2MaxWelling1AbstractFigure1.AgaugeisasmoothlyvaryingchoiceoftangentframeonasubsetUofamanifoldM.Aga...
Networks and the Convolutional Equivariant
2023-11-13 14:47:1719091.3 MB6
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EfficientNet Rethinking Model Scaling for Convolutional Neural Networks
EfﬁcientNet:RethinkingModelScalingforConvolutionalNeuralNetworksMingxingTan1QuocV.Le1Abstract84EfﬁcientNet-B7ConvolutionalNeuralNetworks(ConvNets)areB6AmoebaNet-Ccommonlydevelopedataﬁxedresource...
Neural for Model Convolutional Scaling
2023-11-13 14:47:03898752.24 KB8
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Disentangled Graph Convolutional Networks
DisentangledGraphConvolutionalNetworksJianxinMa1PengCui1KunKuang1XinWang1WenwuZhu1Abstracttheirend-to-endnatureandadoptionofdeeparchitectures.Theformationofareal-worldgraphtypicallyDespitetheirenor...
Networks Graph Convolutional Disentangled
2023-11-13 14:46:551427555.95 KB22
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Convolutional Poisson Gamma Belief Network
ConvolutionalPoissonGammaBeliefNetworkChaojieWang1BoChen1SuchengXiao1MingyuanZhou2Abstractitisverychallengingtodirectlymodelthislosslessrepre-sentation.ThusexistingmethodsoftenresorttosimpliﬁedFor...
Convolutional Network Gamma Belief Poisson
2023-11-13 14:46:451423608.75 KB6
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Band-limited Training and Inference for Convolutional Neural Networks
Band-limitedTrainingandInferenceforConvolutionalNeuralNetworksAdamDziedzic1JohnPaparrizos1SanjayKrishnan1AaronElmore1MichaelFranklin1AbstractponentsofitsConvolutionallayers?Weshowthattheanswertothe...
Neural for Inference and Convolutional
2023-11-13 14:46:2814122.63 MB26
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Approximation and non-parametric estimation of ResNet-type Convolutional neural networks
ApproximationandNon-parametricEstimationofResNet-typeConvolutionalNeuralNetworksKentaOono12TaijiSuzuki13AbstractForfully-connectedneuralnetworks(FNNs),thereisalotofexistingwork,datingbacktothe80’s...
of and Approximation Estimation Convolutional
2023-11-13 14:46:261062382.97 KB20
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Stochastic Training of Graph Convolutional Networks with Variance Reduction
StochasticTrainingofGraphConvolutionalNetworkswithVarianceReductionJianfeiChen1JunZhu1LeSong23Abstractdonotusethegraphstructure,andgraphembeddingap-proaches(Perozzietal.,2014;Tangetal.,2015;Grover&...
of Networks with Graph Stochastic
2023-11-13 12:00:4514157.62 MB1
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Online Convolutional Sparse Coding with Sample-Dependent Dictionary
OnlineConvolutionalSparseCodingwithSample-DependentDictionaryYaqingWang1QuanmingYao12JamesT.Kwok1LionelM.Ni3Abstract(Kavukcuogluetal.,2010;Zeileretal.,2010;Bristowetal.,2013;Heideetal.,2015;Sˇorel...
Online Sparse with Convolutional Dictionary
2023-11-13 12:00:21754737.88 KB24
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Learning One Convolutional Layer with Overlapping Patches
LearningOneConvolutionalLayerwithOverlappingPatchesSurbhiGoel1AdamKlivans1RaghuMeka2Abstractlowedbyaveragepooling(Figure1).Moreformally,forWegivetheﬁrstprovablyefﬁcientalgorithmforaninputimagex,w...
Learning with Convolutional Patches Layer
2023-11-13 11:59:581013379.27 KB5
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Geodesic Convolutional Shape Optimization
GeodesicConvolutionalShapeOptimizationPierreBaque1EdoardoRemelli1Franc¸oisFleuret21PascalFua1AbstractXtrainFωy(Xtrain)Fωz(Xtrain)Aerodynamicshapeoptimizationhasmanyindus-(a)GCNNFωy(Xtest)Fωz(X...
Optimization Shape Convolutional Geodesic
2023-11-13 11:59:3817433.86 MB30
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Exploring Hidden Dimensions in Accelerating Convolutional Neural Networks
ExploringHiddenDimensionsinParallelizingConvolutionalNeuralNetworksZhihaoJia1SinaLin2CharlesR.Qi1AlexAiken1Abstracteachdevice.Anothercommonapproachismodelparal-lelism(Mirhoseinietal.,2017;Kimetal.,...
Neural Hidden in Dimensions Convolutional
2023-11-13 11:59:321413549.97 KB13
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Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search
ExploitingthePotentialofStandardConvolutionalAutoencodersforImageRestorationbyEvolutionarySearchMasanoriSuganuma12MeteOzay2TakayukiOkatani21Abstractthelimitationofthesehand-designedorsimplepriors,a...
of Autoencoders the Convolutional Exploiting
2023-11-13 11:59:329241 MB28
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DICOD Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding
DICOD:DistributedConvolutionalCoordinateDescentforConvolutionalSparseCodingMoreauThomas1OudreLaurent2VayatisNicolas1Abstractlearnedfromthedata(Bristowetal.,2013;Mairaletal.,2010).Inthispaper,weintr...
for Sparse Distributed Coordinate Descent
2023-11-13 11:59:2617182.34 MB4
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DCFNet Deep Neural Network with Decomposed Convolutional Filters
DCFNet:DeepNeuralNetworkwithDecomposedConvolutionalFiltersQiangQiu1XiuyuanCheng1RobertCalderbank1GuillermoSapiro1AbstractFigure1.InaDCFNet,anL×L×M×MConvolutionallayerisdecomposedintotheproductof...
Neural with Deep Convolutional Network
2023-11-13 11:59:22525961.6 KB7
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