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A Comprehensive Review of Multimodal Visual Representation Learning: Tracing the Evolution from CNNs to Transformers and Beyond

Crossref DOI link: https://doi.org/10.1007/s13735-025-00382-8

Published Online: 2025-09-30

Published Print: 2025-12

Update policy: https://doi.org/10.1007/springer_crossmark_policy

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