EEG-Based Multimodal Learning
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EEG-Based Multimodal Learning via Hyperbolic Mixture-of-Curvature Experts
arXiv:2604.12579v3 Announce Type: replace Abstract: Electroencephalography (EEG)-based multimodal learning integrates brain signals with complementary modalities to improve mental state assessment, providing great clinical potential. The effectiveness of such paradigms largely depends on the representation learning on heterogeneous modalities. For EEG-based paradigms, one promising approach is to leverage their hierarchical structures, as recent studies have shown that both EEG and...