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News/Prototype-guided Bilateral Alignment Multimodal Federated Learning
arxiv
PublishedOctober 1, 2026 at 4:00 AM

Prototype-guided Bilateral Alignment Multimodal Federated Learning

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arXiv:2609.38925v1 Announce Type: new Abstract: Multimodal federated learning (MFL) has emerged as a pivotal paradigm for leveraging distributed data to enhance model performance. However, existing methods predominantly rely on idealized assumptions of model homogeneity and balanced modality distrib

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