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Overcoming the limitations of existing unsupervised methods, APKH achieves superior cross-modal retrieval performance even with scarce data, redefining efficiency in multimodal learning.
GNAH achieves superior unsupervised cross-modal retrieval performance with only a fraction of the data, transforming how we approach data efficiency in this domain.