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Sang-Min Lee

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Conference Open access Sep 2026

FedAMB: Adaptive Modality Balancing for Dominance-Robust Multimodal Federated Distillation

Experiments show that FedAMB improves multimodal accuracy and missing-modality robustness and prevents the propagation of fusion-biased teachers while directly improving unimodal representations.

Seung-Hwa Han, Juyeob Lee, Sang-Min Lee et al. · Proceedings of the Thirty-Fi... · 0 citations