"Meta-Learning"的相关文档

Hierarchically Structured Meta-Learning
HierarchicallyStructuredMeta-LearningHuaxiuYao†1YingWei2JunzhouHuang2ZhenhuiLi1Abstractmethods(Andrychowiczetal.,2016),nearestneighboursbasedmethods(Snelletal.,2017;Vinyalsetal.,2016)andInordertol...
Structured Meta-Learning Hierarchically
2023-11-13 14:47:2513841.27 MB28
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Fast Context Adaptation via Meta-Learning
FastContextAdaptationviaMeta-LearningLuisaZintgraf1KyriacosShiarlis12VitalyKurin12KatjaHofmann3ShimonWhiteson12AbstractMAMListrainedwithaninterleavedtrainingprocedure,comprisedofinnerloopandouterlo...
Adaptation via Fast Meta-Learning Context
2023-11-13 14:47:10518633.74 KB30
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Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory
Meta-LearningbyAdjustingPriorsBasedonExtendedPAC-BayesTheoryRonAmit1RonMeir1Abstractconstraints,e.g.,convolutionsandweightsharing(LeCunetal.,2015).However,oftentherelevantpriorinformationInmeta-lea...
by on Based Meta-Learning Priors
2023-11-13 12:00:1010452.51 MB14
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Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace
Gradient-BasedMeta-LearningwithLearnedLayerwiseMetricandSubspaceYoonhoLee1SeungjinChoi1Abstractoperatesontheleveloftasks,gatheringinformationfromseveralinstancesoftask-speciﬁclearners.Atask-speci...
and with Gradient-Based Metric Learned
2023-11-13 11:59:411634713.55 KB6
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Bilevel Programming for Hyperparameter Optimization and Meta-Learning
BilevelProgrammingforHyperparameterOptimizationandMeta-LearningLucaFranceschi12PaoloFrasconi3SaverioSalzo1RiccardoGrazzi1MassimilianoPontil12Abstracthypothesis(asinstandardsupervisedlearning)whilea...
for Optimization and Hyperparameter Meta-Learning
2023-11-13 11:59:0915411.74 MB21
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Been There, Done That Meta-Learning with Episodic Recall
BeenThere,DoneThat:Meta-LearningwithEpisodicRecallSamuelRitter12JaneX.Wang1ZebKurth-Nelson13SiddhantM.Jayakumar1CharlesBlundell1RazvanPascanu1MatthewBotvinick14AbstractAssuch,Meta-Learningresearchh...
with that Meta-Learning Episodic Been
2023-11-13 11:59:087461.26 MB5
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Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Model-AgnosticMeta-LearningforFastAdaptationofDeepNetworksChelseaFinn1PieterAbbeel12SergeyLevine1Abstracttheformofcomputationrequiredtocompletethetask.WeproposeanalgorithmforMeta-LearningthatInthis...
of for Deep Adaptation Fast
2023-11-12 20:44:4910872.66 MB12
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