Label Space-Induced Pseudo Label Refinement for Multi-Source Black-Box Domain Adaptation
Yoo C, Liu X, Xing F, Woo J, Kang J. Label Space-Induced Pseudo Label Refinement for Multi-Source Black-Box Domain Adaptation. IEEE Transactions On Image Processing 2025, 34: 3181-3193. PMID: 40397626, DOI: 10.1109/tip.2025.3570220.Peer-Reviewed Original ResearchUnsupervised domain adaptationApplication programming interfacePseudo-labelsDomain adaptationLabel refinementConventional unsupervised domain adaptationState-of-the-art approachesTarget modelInitial pseudo labelsState-of-the-artMulti-source settingBenchmark datasetsNoisy samplesSource domainTarget domainCompetitive performanceProgramming interfaceTraining frameworkSelf-trainingRefinement phaseSource dataMulti-sourceSource model parametersExperimental resultsRelationship exploration
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