cs.MM · 2026-07-07 · No. 46

Multimedia, 2026-07-07.

1 new papers in cs.MM. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    SleepBand: Single-Source Domain Generalization for Sleep Staging via Physiologically Structured Spectral Modeling

    Zhi Lu, Yang Hu, Yan Chen

    cs.MM · cs.LG

    Generalizing sleep staging models to unseen datasets is challenging, and typical domain generalization (DG) methods often rely on multiple source domains or domain labels that are rarely available in practice. We tackle the stricter and more practical setting of single-source domain generalization: training on a single labeled source dataset, without domain labels or access to target data. We present SleepBand, a physiology-guided framework...

    arxiv.org/abs/2607.04851 · PDF

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