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Open access
Aug 2026
LAUA: Handling Missing Modalities and Unpaired Data in Multimodal Federated Learning
Experiments show that LAUA substantially mitigates performance degradation under modality missingness across retrieval and regression tasks, attaining up to 20% relative improvement in MRR for retrieval and up to 24.3% relative improvement in MSE for regression.
Yi Wei, Xiaokai Zhou, Shanshan Feng et al.
· Proceedings of the 32nd ACM... · 0 citations