"Convolutions"的相关文档

Skew Orthogonal Convolutions
SkewOrthogonalConvolutionsSahilSingla1SoheilFeizi1Abstractadversarialrobustness(Cisse´etal.,2017;Szegedyetal.,2014)andinterpretablegradients(Tsiprasetal.,2018).TheTrainingconvolutionalneuralnetwor...
Orthogonal Convolutions Skew
2023-11-16 19:41:506731.11 MB11
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Evolving Attention with Residual Convolutions
EvolvingAttentionwithResidualConvolutionsYujingWang1YamingYang2JiangangBai12MingliangZhang12JingBai2JingYu3CeZhang4GaoHuang5YunhaiTong1Abstract8079.6379.1Transformerisaubiquitousmodelfornaturallan-...
with Attention Convolutions Residual Evolving
2023-11-16 18:38:036071.61 MB6
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Time-aware Large Kernel Convolutions
Time-awareLargeKernelConvolutionsVasileiosLioutas1YuhongGuo1Abstractetal.,2019;Radfordetal.,2019),automaticsummarization(Paulusetal.,2018;Fanetal.,2018;Celikyilmazetal.,Todate,moststate-of-the-arts...
Kernel Convolutions Large Time-aware
2023-11-14 21:46:471986360.57 KB11
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PDO-eConvs Partial Differential Operator Based Equivariant Convolutions
PDO-eConvs:PartialDifferentialOperatorBasedEquivariantConvolutionsZhengyangShen1LingshenHe2ZhouchenLin2JinwenMa1AbstractasigniﬁcantadvantageofCNNsisthattheyareshiftequiv-ariant:shiftinganimageandt...
Operator Based Partial Differential Convolutions
2023-11-14 21:45:491839397.26 KB25
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Memory-Optimal Direct Convolutions for Maximizing Classification Accuracy in Embedded Applications
Memory-OptimalDirectConvolutionsforMaximizingClassiﬁcationAccuracyinEmbeddedApplicationsAlbertGural1BorisMurmann1Abstract(IoT),themachinelearningmodelistrainedonaserverandsubsequentlydeployedacros...
for Classification Maximizing Convolutions Direct
2023-11-13 14:47:508347.43 MB10
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Emerging Convolutions for Generative Normalizing Flows
EmergingConvolutionsforGenerativeNormalizingFlowsEmielHoogeboom1RiannevandenBerg2MaxWelling13Abstractin2in2Generativeﬂowsareattractivebecausetheyadmitin1out2=exactlikelihoodoptimizationandefﬁcien...
for Generative Normalizing Flows Convolutions
2023-11-13 14:47:039221.1 MB8
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High Performance Zero-Memory Overhead Direct Convolutions
HighPerformanceZero-MemoryOverheadDirectConvolutionsJiyuanZhang1FranzFranchetti1TzeMengLow1AbstractPerformancenormalizedtoOpenBLASGEMMonAMDPileDriverThecomputationofconvolutionlayersindeep4.0GHz,4/...
High Convolutions Performance Zero-Memory Overhead
2023-11-13 11:59:4411061.8 MB26
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Warped Convolutions Efficient Invariance to Spatial Transformations
WarpedConvolutions:EfﬁcientInvariancetoSpatialTransformationsJoa˜oF.Henriques1AndreaVedaldi1Abstractacrossspace)andlesscomputation(duetotheirlimitedsupport)comparedtoafully-connectedlayer.Itsloca...
Efficient to Spatial Warped Convolutions
2023-11-12 20:45:301941780.8 KB12
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