NAPS fuses heterogeneous physiological signals via attention-based aggregation on frozen unimodal encoders to achieve state-of-the-art generalization in sleep staging across datasets.
Dreem open datasets: Multi-scored sleep datasets to compare human and automated sleep staging.IEEE transactions on neural systems and rehabilitation engineering, 28(9):1955–1965
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NAPS: Attention-Based Fusion of Heterogeneous Physiological Signals
NAPS fuses heterogeneous physiological signals via attention-based aggregation on frozen unimodal encoders to achieve state-of-the-art generalization in sleep staging across datasets.