"Adaptation"的相关文档

标签“Adaptation”的相关文档，共31条

Cautious Adaptation For Reinforcement Learning in Safety-Critical Settings
CautiousAdaptationForReinforcementLearninginSafety-CriticalSettingsJesseZhang1BrianCheung1ChelseaFinn2SergeyLevine1DineshJayaraman3AbstractFigure1.TheSafety-CriticalAdaptation(SCA)taskframework.Ina...
Learning for Reinforcement Adaptation in
2023-11-14 21:43:249134.39 MB27
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On Learning Invariant Representations for Domain Adaptation
OnLearningInvariantRepresentationsforDomainAdaptationHanZhao1RemiTachetdesCombes2KunZhang1GeoffreyJ.Gordon12Abstractcomputationalpower.However,inmanycriticalapplica-tions,e.g.,self-drivingcarsorper...
Learning for Representations on Domain
2023-11-13 14:48:02647711.25 KB24
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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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Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment
DomainAdaptationwithAsymmetrically-RelaxedDistributionAlignmentYifanWu1EzraWinston1DivyanshKaushik1ZacharyC.Lipton1Abstractever,well-chosenassumptionscanmakepossiblealgorithmswithnon-vacuousperform...
with Domain Adaptation Distribution Alignment
2023-11-13 14:46:587201.48 MB21
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Bridging Theory and Algorithm for Domain Adaptation
BridgingTheoryandAlgorithmforDomainAdaptationYuchenZhang12TianleLiu13MingshengLong12MichaelI.Jordan4AbstractRemarkabletheoreticaladvanceshavebeenachievedindo-mainAdaptation.Mansouretal.(2009c);Ben-...
for and Algorithm Domain Adaptation
2023-11-13 14:46:3412942.92 MB9
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Rapid Adaptation with Conditionally Shifted Neurons
RapidAdaptationwithConditionallyShiftedNeuronsTsendsurenMunkhdalai1XingdiYuan1SoroushMehri1AdamTrischler1Abstractadversarialdatapoints(Szegedyetal.,2013).Wedescribeamechanismbywhichartiﬁcialneu-Th...
with Adaptation Rapid Conditionally Shifted
2023-11-13 12:00:3216101.15 MB12
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Learning Semantic Representations for Unsupervised Domain Adaptation
LearningSemanticRepresentationsforUnsupervisedDomainAdaptationShaoanXie12ZibinZheng12LiangChen12ChuanChen12Abstractforadaptingpredictivemodelstothetargetdomain(Pan&Yang,2010).Itisimportanttotransfe...
Learning for Representations Unsupervised Domain
2023-11-13 11:59:5815912.78 MB23
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CyCADA Cycle-Consistent Adversarial Domain Adaptation
CyCADA:Cycle-ConsistentAdversarialDomainAdaptationJudyHoffman1EricTzeng1TaesungPark1Jun-YanZhu1PhillipIsola12KateSaenko3AlexeiA.Efros1TrevorDarrell1AbstractSourceimage(GTA5)Adaptedsourceimage(Ours)...
Adversarial Domain Adaptation CyCADA Cycle-Consistent
2023-11-13 11:59:2210595.04 MB10
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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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Deep Transfer Learning with Joint Adaptation Networks
DeepTransferLearningwithJointAdaptationNetworksMingshengLong1HanZhu1JianminWang1MichaelI.Jordan2Abstractshallowtransferlearningmethodsbridgethesourceandtar-getdomainsbylearninginvariantfeaturerepre...
Learning Networks with Deep Adaptation
2023-11-12 20:44:09783511.22 KB26
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Asymmetric Tri-training for Unsupervised Domain Adaptation
AsymmetricTri-trainingforUnsupervisedDomainAdaptationKuniakiSaito1YoshitakaUshiku1TatsuyaHarada12Abstractdataset(Girshicketal.,2014;Longetal.,2015a).ItisimportanttoapplymodelstrainedonalargeOneofth...
for Asymmetric Tri-training Unsupervised Domain
2023-11-12 20:43:53810920.92 KB3
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