"Dataset"的相关文档

Rissanen Data Analysis Examining Dataset Characteristics via Description Length
RissanenDataAnalysis:ExaminingDatasetCharacteristicsviaDescriptionLengthEthanPerez1DouweKiela2KyunghyunCho13Abstract12WeintroduceamethodtodetermineifacertainFigure1.Acapabilityfisusefulifitshortens...
Analysis via Data Dataset Examining
2023-11-16 19:41:3519571.22 MB3
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Learning a Universal Template for Few-shot Dataset Generalization
LearningaUniversalTemplateforFew-shotDatasetGeneralizationEleniTriantaﬁllou123HugoLarochelle2RichardZemel1VincentDumoulin2Abstractworkisshiftingtowardsamorechallenginginstanceoffew-shotclassiﬁcat...
Learning for generalization Few-shot Dataset
2023-11-16 19:04:571678645 KB3
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Dataset Dynamics via Gradient Flows in Probability Space
DatasetDynamicsviaGradientFlowsinProbabilitySpaceDavidAlvarez-Melis1Nicolo`Fusi1Abstract2019),Datasetpooling,orinstancemixing(Zhangetal.,2018).Ontheotherhand—andourprincipalmotivationinVariousmach...
Gradient via in Flows Probability
2023-11-16 18:30:5717055.05 MB4
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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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Statistical Bias in Dataset Replication
IdentifyingStatisticalBiasinDatasetReplicationLoganEngstrom1AndrewIlyas1ShibaniSanturkar1DimitrisTsipras1JacobSteinhardt2AleksanderMa˛dry1AbstractaprocessknownasDatasetreplication.Thoughnotyetwide...
Statistical in Bias Dataset Replication
2023-11-14 21:46:30932501.95 KB20
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Sample Amplification Increasing Dataset Size even when Learning is Impossible
SampleAmpliﬁcation:IncreasingDatasetSizeevenwhenLearningisImpossibleBrianAxelrod1ShivamGarg1VatsalSharan1GregoryValiant1AbstractordoesitsufﬁcetohaveaccesstoasmallerDatasetofsizen<mdrawnfromD,andt...
Sample When Dataset Even Increasing
2023-11-14 21:46:161035861.71 KB21
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Adversarial Filters of Dataset Biases
AdversarialFiltersofDatasetBiasesRonanLeBras1SwabhaSwayamdipta1ChandraBhagavatula1RowanZellers12MatthewE.Peters1AshishSabharwal1YejinChoi12Abstractwild”(Eykholtetal.,2018;Jia&Liang,2017).Thisphe-n...
of Adversarial Filters Dataset Biases
2023-11-14 21:43:009001.09 MB25
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