2026
sleep2vec: Unified Cross-Modal Alignment for Heterogeneous Nocturnal Biosignals
ICLR 2026poster
Tasks ranging from sleep staging to clinical diagnosis traditionally rely on standard polysomnography (PSG) devices, bedside monitors and wearable devices, which capture diverse nocturnal biosignals (e.g., EEG, EOG, ECG, SpO$_2$). However, heterogeneity across devices and frequent sensor dropout pos…