"Augmentation"的相关文档

标签“Augmentation”的相关文档，共13条

Selecting Data Augmentation for Simulating Interventions
SelectingDataAugmentationforSimulatingInterventionsMaximilianIlse1JakubM.Tomczak2PatrickForre´1AbstractIntheﬁeldofdomaingeneralization,onetriestoﬁndarep-resentationthatgeneralizesacrossdifferent...
for Data Interventions Augmentation Selecting
2023-11-16 19:41:441792411 KB13
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When Does Data Augmentation Help With Membership Inference Attacks
WhenDoesDataAugmentationHelpWithMembershipInferenceAttacks?YigitcanKaya1TudorDumitras,1Abstractetal.,2018;Shokrietal.,2017).Inparticular,thisenablesmembershipinferenceattacks(MIAs)toﬁndoutwhetherD...
with Data Membership When Does
2023-11-16 19:41:279771.3 MB7
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Joining datasets via data Augmentation in the label space for neural networks
JoiningdatasetsviadataAugmentationinthelabelspaceforneuralnetworksJakeZhao(Junbo)1MingfengOu23LinjiXue2YunkaiCui2SaiWu1GangChen1AbstractInstead,itsversatilitycanbesubstantiallyenhancedbyanovelframe...
the via Data in Datasets
2023-11-16 18:47:0518311.98 MB22
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Improving Generalization in Meta-learning via Task Augmentation
ImprovingGeneralizationinMeta-learningviaTaskAugmentationHuaxiuYao†1Long-KaiHuang2LinjunZhang3YingWei4LiTian2JamesZou1JunzhouHuang2ZhenhuiLi5Abstractquicklylearninganewtaskwithaslittleasafewexampl...
via in Improving generalization Meta-Learning
2023-11-16 18:47:021264653.07 KB18
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Dataset Condensation with Differentiable Siamese Augmentation
DatasetCondensationwithDifferentiableSiameseAugmentationBoZhao1HakanBilen1Abstractmassivedatasets(e.g.(Kuznetsovaetal.,2020;Chenetal.,2020a;Kwiatkowskietal.,2019)).Forexample,ittakesInmanymachinele...
with Differentiable Augmentation Dataset Condensation
2023-11-16 18:30:5714563.19 MB2
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Data Augmentation for Meta-Learning
DataAugmentationforMeta-LearningRenkunNi1MicahGoldblum1AmrSharaf2KezhiKong1TomGoldstein1AbstractMeta-learningframeworksusedataformultiplepurposesduringeachgradientupdate,whichcreatesthepossibilityf...
for Data Meta-Learning Augmentation
2023-11-16 18:30:561273779.88 KB27
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Data Augmentation for deep learning based accelerated MRI reconstruction with limited data
DataAugmentationfordeeplearningbasedacceleratedMRIreconstructionwithlimiteddataZalanFabian1ReinhardHeckel2MahdiSoltanolkotabi1Abstracttients.Duetothesubsampling,therearefewerequationsthanunknowns,a...
Learning for Deep Data Accelerated
2023-11-16 18:30:5615383.33 MB11
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Self-supervised Label Augmentation via Input Transformations
Self-supervisedLabelAugmentationviaInputTransformationsHankookLee1SungJuHwang234JinwooShin21Abstractsentationlearningforimages(Doerschetal.,2015;Noroozi&Favaro,2016;Larssonetal.,2017;Gidarisetal.,2...
via Self-supervised Input Transformations Label
2023-11-14 21:46:2119191.78 MB6
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Conditional Augmentation for Generative Modeling
DistributionAugmentationforGenerativeModelingHeewooJun1RewonChild1MarkChen1JohnSchulman1AdityaRamesh1AlecRadford1IlyaSutskever1AbstractFigure1.Unconditionalsamplesfromalargeautoregressivemodeltrain...
for Generative Conditional Modeling Augmentation
2023-11-14 21:43:325852.94 MB6
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Population Based Augmentation Efficient Learning of Augmentation Policy Schedules
PopulationBasedAugmentation:EfﬁcientLearningofAugmentationPolicySchedulesDanielHo12EricLiang1IonStoica1PieterAbbeel13XiChen13AbstractBaselineAutoAugmentPopulationBasedAugmentation4Akeychallengeinl...
Learning of Efficient Population Policy
2023-11-13 14:48:161091529.15 KB13
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Does Data Augmentation Lead to Positive Margin
DoesDataAugmentationLeadtoPositiveMargin?ShashankRajput1ZhiliFeng1ZacharyCharles2Po-LingLoh3DimitrisPapailiopoulos2AbstractaugmentedImageNetusingtranslations,horizontalreﬂec-tions,andalteredintens...
Data to Margin Positive Does
2023-11-13 14:46:571668700.19 KB25
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A Kernel Theory of Modern Data Augmentation
AKernelTheoryofModernDataAugmentationTriDao1AlbertGu1AlexanderJ.Ratner1VirginiaSmith2ChristopherDeSa3ChristopherRe´1Abstractasregularizertomaketheresultingmodelmorerobust,andprovideresourcestodata...
of Kernel Data Theory Modern
2023-11-13 14:46:1311661.37 MB12
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Pseudo-task Augmentation From Deep Multitask Learning to Intratask Sharing—and Back
Pseudo-taskAugmentation:FromDeepMultitaskLearningtoIntrataskSharing—andBackElliotMeyerson12RistoMiikkulainen12Abstract2018).DeepMTLreliesontrainingsignalsfrommultipledatasetstotraindeepstructureth...
Learning from Deep to Multitask
2023-11-13 12:00:301738536.32 KB7
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