Class-Aware Mutual Mixup with Triple Alignments for Semi-supervised Cross-Domain Segmentation
Cai Z, Xin J, Zeng T, Dong S, Zheng N, Duncan J. Class-Aware Mutual Mixup with Triple Alignments for Semi-supervised Cross-Domain Segmentation. Lecture Notes In Computer Science 2024, 15008: 68-79. DOI: 10.1007/978-3-031-72111-3_7.Peer-Reviewed Original ResearchSemi-supervised domain adaptationCross-domain segmentationTail classesBridge the domain gapState-of-the-art methodsMean-teacher modelUnlabeled target samplesLabeled source samplesState-of-the-artDomain gapDomain adaptationKnowledge distillationMixup strategyIntra-domainTarget domainEnhance model performanceMM-WHSData distributionSegmentation performanceTarget samplesMixupMS-CMRSegConsistency alignmentClass awarenessExperimental results
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