"Invariance"的相关文档

标签“Invariance”的相关文档，共10条

Understanding Invariance via Feedforward Inversion of Discriminatively Trained Classifiers
UnderstandingInvarianceviaFeedforwardInversionofDiscriminativelyTrainedClassiﬁersPiotrTeterwak1ChiyuanZhang2DilipKrishnan2MichaelC.Mozer23Abstract1.IntroductionAdiscriminativelytrainedneuralnetcla...
of via Understanding Invariance Feedforward
2023-11-16 19:42:178552.36 MB2
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Regularizing towards Causal Invariance Linear Models with Proxies
RegularizingtowardsCausalInvariance:LinearModelswithProxiesMichaelOberst1NikolajThams2JonasPeters2DavidSontag1AbstractβxAβyWeproposeamethodforlearninglinearmod-XαYelswhosepredictiveperformanceis...
Models with Causal Linear Towards
2023-11-16 19:41:291075977.73 KB8
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How rotational Invariance of common kernels prevents generalization in high dimensions
HowrotationalInvarianceofcommonkernelspreventsgeneralizationinhighdimensionsKonstantinDonhauser1MingqiWu1FannyYang1Abstractconclusiveintheregimed/nβ→cwithβ∈(0,1).Inpar-ticular,eventhoughseveral...
of How Kernels Invariance Common
2023-11-16 18:46:581585465.27 KB27
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Revisiting Spatial Invariance with Low-Rank Local Connectivity
RevisitingSpatialInvariancewithLow-RankLocalConnectivityGamaleldinF.Elsayed1PrajitRamachandran1JonathonShlens1SimonKornblith1AbstractH1:SpatialInvarianceisagoodinductivebias.H2:SpatialInvarianceiso...
Low-Rank with Local Spatial Invariance
2023-11-14 21:46:111865826.51 KB22
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Fundamental Tradeoffs between Invariance and Sensitivity to Adversarial Perturbations
FundamentalTradeoffsbetweenInvarianceandSensitivitytoAdversarialPerturbationsFlorianTramèr1JensBehrmann2NicholasCarlini3NicolasPapernot3Jörn-HenrikJacobsen4AbstractAdversarialexamplesarecommonlyf...
and to Tradeoffs Sensitivity Invariance
2023-11-14 21:44:2017441.67 MB29
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Eliminating the Invariance on the Loss Landscape of Linear Autoencoders
EliminatingtheInvarianceontheLossLandscapeofLinearAutoencodersRezaOftadeh1JiayiShen1ZhangyangWang1DylanShell1Abstractgenerallythecategorizationofextremepoints,hasﬂour-ished.Muchworkextendstheresul...
of on the Loss Invariance
2023-11-14 21:44:01887580.69 KB20
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Convex Representation Learning for Generalized Invariance in Semi-Inner-Product Space
ConvexRepresentationLearningforGeneralizedInvarianceinSemi-Inner-ProductSpaceYingyiMa1VigneshGanapathiraman1YaoliangYu2XinhuaZhang1Abstractshipsbetweenclasseswhichholdforanyinput.Commonexamplesincl...
Learning for in Convex Representation
2023-11-14 21:43:381973377.66 KB3
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Invariance of Weight Distributions in Rectified MLPs
InvarianceofWeightDistributionsinRectiﬁedMLPsRussellTsuchida1FarbodRoosta-Khorasani23MarcusGallagher1Abstractplicationratherthananunderstandingofthecapabilitiesandtrainingofneuralnetworks.Recently...
of in Weight Distributions Invariance
2023-11-13 11:59:4816031.92 MB9
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Accelerating Natural Gradient with Higher-Order Invariance
AcceleratingNaturalGradientwithHigher-OrderInvarianceYangSong1JiamingSong1StefanoErmon1Abstractetal.,2013),andﬁrst-ordermethodswillhavetroubleinmakingprogress.Thecurvature,however,dependsonhowAnap...
with Gradient Natural Invariance Accelerating
2023-11-13 11:58:5818694.49 MB3
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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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