A novel dual-stream time-frequency contrastive pretext tasks framework for sleep stage classification

Sergio Kazatzidis, Siamak Mehrkanoon

Self-supervised learning addresses the challenge encountered by many supervised methods, i.e. the requirement of large amounts of annotated data. This challenge is particularly pro…