"Smoothing"的相关文档

Spectral Smoothing Unveils Phase Transitions in Hierarchical Variational Autoencoders
SpectralSmoothingUnveilsPhaseTransitionsinHierarchicalVariationalAutoencodersAdeelPervez1EfstratiosGavves1Abstracttivemodelp(xz)andtheapproximateposteriorq(zx)areGaussiandistributionsoptimizedinuni...
Hierarchical in Phase Spectral Smoothing
2023-11-16 19:41:5519643.3 MB11
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Scalable Certified Segmentation via Randomized Smoothing
ScalableCertiﬁedSegmentationviaRandomizedSmoothingMarcFischer1MaximilianBaader1MartinVechev1Abstract(a)Attackedimage(b)GroundtruthsegmentationWepresentanewcertiﬁcationmethodforimage(c)Attackedseg...
via Scalable Randomized Segmentation Certified
2023-11-16 19:41:415252.55 MB22
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Locally Adaptive Label Smoothing Improves Predictive Churn
LocallyAdaptiveLabelSmoothingforPredictiveChurnDaraBahri1HeinrichJiang1Abstractaswewillshowlaterintheexperiments.Thus,evenanoptimizedtrainingprocedurecanleadtohighpredictionTrainingmodernneuralnetw...
Adaptive Predictive Label Locally Smoothing
2023-11-16 19:05:0915591.19 MB16
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Improved, Deterministic Smoothing for L_1 Certified Robustness
Improved,DeterministicSmoothingfor1CertiﬁedRobustnessAlexanderLevine1SoheilFeizi1Abstracthaviorofmachinelearningsystemsundersmallinputper-turbations(Szegedyetal.,2013;Goodfellowetal.,2014;Randomiz...
for Improved Robustness Certified Smoothing
2023-11-16 18:47:0210671.76 MB10
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Randomized Smoothing of All Shapes and Sizes
RandomizedSmoothingofAllShapesandSizesGregYang1TonyDuan12J.EdwardHu12HadiSalman1IlyaRazenshteyn1JerryLi1Abstractheuristicdefensesthatarerobusttospeciﬁcclassesofper-turbations,butmanywouldlaterbebr...
of and Randomized All Smoothing
2023-11-14 21:46:049741.52 MB4
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Does label Smoothing mitigate label noise
DoesLabelSmoothingMitigateLabelNoise?MichalLukasik1SrinadhBhojanapalli1AdityaKrishnaMenon1SanjivKumar1AbstractInterestingly,therearetwocompetingintuitions.Ontheonehand,Smoothingmightmitigatetheprob...
Noise Does Label Smoothing mitigate
2023-11-14 21:43:535171.06 MB9
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Curse of Dimensionality on Randomized Smoothing for Certifiable Robustness
CurseofDimensionalityonRandomizedSmoothingforCertiﬁableRobustnessAounonKumar1AlexanderLevine1TomGoldstein1SoheilFeizi1AbstractbasedmethodssuchasFGSM(Goodfellowetal.,2015)andprojectedgradientdescen...
of for on Dimensionality Randomized
2023-11-14 21:43:411388668.4 KB7
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Certified Adversarial Robustness via Randomized Smoothing
CertiﬁedAdversarialRobustnessviaRandomizedSmoothingJeremyCohen1ElanRosenfeld1J.ZicoKolter12AbstractpAWeshowhowtoturnanyclassiﬁerthatclassiﬁesxpBwellunderGaussiannoiseintoanewclassiﬁerthatiscert...
Adversarial via Robustness Randomized Certified
2023-11-13 14:46:3619875.93 MB20
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