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标签“Domain”的相关文档，共25条

Unbalanced minibatch Optimal Transport applications to Domain Adaptation
UnbalancedminibatchOptimalTransport;applicationstoDomainAdaptationKilianFatras1ThibaultSe´journe´2NicolasCourty1Re´miFlamary3Abstractneedsgoodstatisticalestimationpropertiesandoptimiza-tionguara...
Domain Optimal Transport to Applications
2023-11-16 19:42:1514692.97 MB12
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Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts
SequentialDomainAdaptationbySynthesizingDistributionallyRobustExpertsBaharTaskesen1Man-ChungYue2Jose´Blanchet3DanielKuhn1VietAnhNguyen34Abstractabsenceofmeaningfuldatatotuneanyparameters.How-ever,...
by Domain Adaptation Robust Sequential
2023-11-16 19:41:451900756.21 KB14
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Representation Subspace Distance for Domain Adaptation Regression
RepresentationSubspaceDistanceforDomainAdaptationRegressionXinyangChen1SinanWang1JianminWang1MingshengLong1Abstractsuchasobjectlocalization,imageregistration,humanposeestimation,tonameafew(Lathuili...
for Regression Domain Adaptation Subspace
2023-11-16 19:41:368569.67 MB16
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KD3A Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation
KD3A:UnsupervisedMulti-SourceDecentralizedDomainAdaptationviaKnowledgeDistillationHao-zheFeng1ZhaoyangYou2MinghaoChen1TianyeZhang1MinfengZhu1FeiWu2ChaoWu3WeiChen1Abstracttotrainthemodel.However,due...
Unsupervised Domain Adaptation via Decentralized
2023-11-16 18:47:0610106.96 MB19
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LAMDA Label Matching Deep Domain Adaptation
LAMDA:LabelMatchingDeepDomainAdaptationTrungLe1TuanNguyen1NhatHo2HungBui3DinhPhung13Abstractconsumingtocollectandlabelhigh-qualitydatasufﬁcientlylargetotrainaccuratedeepmodels,suchasintheDomainDee...
Matching Deep Domain Adaptation Label
2023-11-16 18:46:428341.06 MB4
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Domain Generalization using Causal Matching
DomainGeneralizationusingCausalMatchingDivyatMahajan1ShrutiTople2AmitSharma1AbstractthedifferentDomainssharesome“stable”featureswhoserelationshipwiththeoutputisinvariantacrossDomains(Pi-Inthedoma...
Using Matching Domain Causal generalization
2023-11-16 18:30:4815411.94 MB4
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Understanding Self-Training for Gradual Domain Adaptation
UnderstandingSelf-TrainingforGradualDomainAdaptationAnanyaKumar1TengyuMa1PercyLiang1AbstractFigure1.IngradualDomainadaptationwearegivenlabeleddatafromasourceDomain,andunlabeleddatafromintermediated...
for Domain Adaptation Understanding Gradual
2023-11-14 21:46:55718452.2 KB24
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Progressive Graph Learning for Open-Set Domain Adaptation
ProgressiveGraphLearningforOpen-SetDomainAdaptationYadanLuo1ZijianWang1ZiHuang1MahsaBaktashmotlagh1Abstractandtest(target)distributions,andcanberoughlydividedintostatisticalmatching(Baktashmotlaghe...
Learning for Graph Domain Adaptation
2023-11-14 21:45:5812411.28 MB27
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Margin-aware Adversarial Domain Adaptation with Optimal Transport
Margin-awareAdversarialDomainAdaptationwithOptimalTransportSoﬁenDhouib1IevgenRedko2CaroleLartizien1Abstract2010),tonameafew.Whilemanuallabelingmaybecon-sideredasatractablesolution,suchanapproachis...
Adversarial with Domain Adaptation Optimal
2023-11-14 21:45:071765683.57 KB10
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Label-Noise Robust Domain Adaptation
Label-NoiseRobustDomainAdaptationXiyuYu1TongliangLiu2MingmingGong3KunZhang4KayhanBatmanghelich5DachengTao2Abstractafunctiontopredictthelabels{y1T,···,ynT}usinglabeleddata{(xS1,y1S),···,(xSm,y...
Domain Adaptation Robust label-noise
2023-11-14 21:44:46858754.85 KB29
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Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation
ImplicitClass-ConditionedDomainAlignmentforUnsupervisedDomainAdaptationXiangJiang12QichengLao13StanMatwin24MohammadHavaei1AbstractDomainAdaptation(UDA)aimstoaddressDomainshiftwithaccesstolabeleddat...
for Unsupervised Domain Adaptation Implicit
2023-11-14 21:44:328481.78 MB26
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Few-shot Domain Adaptation by Causal Mechanism Transfer
Few-shotDomainAdaptationbyCausalMechanismTransferTakeshiTeshima12IsseiSato12MasashiSugiyama21AbstractFigure1:Nonparametricgen-erativemodelofnonlinearin-Westudyfew-shotsupervisedDomainadaptationdepe...
by Domain Adaptation Causal Transfer
2023-11-14 21:44:131896933.92 KB16
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Efficient Domain Generalization via Common-Specific Low-Rank Decomposition
EfﬁcientDomainGeneralizationviaCommon-SpeciﬁcLow-RankDecompositionVihariPiratla1PraneethNetrapalli2SunitaSarawagi1AbstractlarDomainadaptationtask(Mansouretal.,2009;Ben-Davidetal.,2006;Daume´IIIe...
Efficient Low-Rank Domain via generalization
2023-11-14 21:43:581530329.68 KB18
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Domain Aggregation Networks for Multi-Source Domain Adaptation
DomainAggregationNetworksforMulti-SourceDomainAdaptationJunfengWen1RussGreiner1DaleSchuurmans12AbstractToaddressthisproblem,researchershavebeenexploringmethodsoftransferlearning(Pan&Yang,2009)ordo-...
for Aggregation Networks Domain Adaptation
2023-11-14 21:43:5419281.83 MB25
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Domain Adaptive Imitation Learning
DomainAdaptiveImitationLearningKunoKim1YihongGu2JiamingSong1ShengjiaZhao1StefanoErmon1Abstractingfromthirdpersonobservationsthathavenoobviouscorrespondencetoourinternalselfrepresentations(StadieWes...
Adaptive Learning Domain Imitation
2023-11-14 21:43:539453 MB21
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Continuously Indexed Domain Adaptation
ContinuouslyIndexedDomainAdaptationHaoWang1HaoHe1DinaKatabi1Abstractimagedatasettoanother,e.g.,adaptingfromMNISTtoSVHN.However,manyreal-worldtasksrequireadaptationExistingDomainadaptationfocusesont...
Domain Adaptation Continuously Indexed
2023-11-14 21:43:365866.8 MB19
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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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Learning Classifiers for Target Domain with Limited or No Labels
LearningClassiﬁersforTargetDomainwithLimitedorNoLabelsPengkaiZhu1HanxiaoWang1VenkateshSaligrama1AbstractcollectionviewpointsasexempliﬁedbyDomainadaptation(DA)(Tzengetal.,2017).Incomputervisionapp...
Learning for with Domain Limited
2023-11-13 14:47:366425.58 MB9
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Feature-Critic Networks for Heterogeneous Domain Generalization
TowardsaUniﬁedAnalysisofRandomFourierFeaturesZhuLi1Jean-FrançoisTon1DinoOglic2DinoSejdinovic1Abstractimplicitcomputationofaninnerproductbetweenrichfea-turerepresentationsofdatathroughthekerneleva...
for Networks Domain generalization Heterogeneous
2023-11-13 14:47:12613673.47 KB23
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Domain Agnostic Learning with Disentangled Representations
DomainAgnosticLearningwithDisentangledRepresentationsXingchaoPeng1ZijunHuang2XimengSun1KateSaenko1Abstractpeople,ondifferentmaterials,andunderdifferentlightingconditions;animagerecognitionsystemapp...
Learning Representations with Domain Disentangled
2023-11-13 14:46:5818943.84 MB24
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