FF-TRUST delivers state-of-the-art sleep staging performance across domain shifts and both symmetric and asymmetric label noise by jointly regularizing temporal and spectral consistency on five public datasets.
A.Duration, timing and quality of sleep are each vital for health, performance and safety.Sleep Health: Journal of the National Sleep Foundation (2015)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Towards Multi-Source Domain Generalization for Sleep Staging with Noisy Labels
FF-TRUST delivers state-of-the-art sleep staging performance across domain shifts and both symmetric and asymmetric label noise by jointly regularizing temporal and spectral consistency on five public datasets.