"Equivariance"的相关文档

Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data
GeneralizingConvolutionalNeuralNetworksforEquivariancetoLieGroupsonArbitraryContinuousDataMarcFinzi1SamuelStanton1PavelIzmailov1AndrewGordonWilson1AbstractFigure1.Manymodalitiesofspatialdatadonotli...
Neural for Networks Convolutional to
2023-11-14 21:44:221366864.87 KB27
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On the Generalization of Equivariance and Convolution in Neural Networks to the Action of Compact Groups
OntheGeneralizationofEquivarianceandConvolutioninNeuralNetworkstotheActionofCompactGroupsRisiKondor1ShubhenduTrivedi2AbstractRecently,therehasbeenconsiderableinterestinextendingneuralnetworkstomore...
of and on the Convolution
2023-11-13 12:00:18784279.37 KB17
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Equivariance Through Parameter-Sharing
EquivarianceThroughParameter-SharingSiamakRavanbakhsh1JeffSchneider1Barnaba´sPo´czos1AbstractOurgoalistoshowthatparameter-sharingcanbeusedtoachieveEquivariancetoanydiscretegroupaction.Weproposeto...
through Equivariance Parameter-Sharing
2023-11-12 20:44:201395608.64 KB24
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