most citedSLIM-Brain: A Data- and Training-Efficient Foundation Model for fMRI Data Analysis

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cs.LG2026

Omni-Sleep: A Sleep Foundation Model via Hierarchical Contrastive Learning of CNS-ANS Dynamics

Zhoujie Hou, Song Wang, Kexin Lou +3

Sleep physiology arises from the coordinated dynamics of the central nervous system (CNS) and autonomic nervous system (ANS), as reflected by multimodal polysomnography signals inc…