Sin-Wo-On Kok

EEGDM: Label-Efficient EEG Representation Learning with Generative Diffusion Model.

Electroencephalography (EEG) is a critical tool for monitoring brain activity and diagnosing neurological disorders such as epilepsy. However, learning meaningful representations from raw EEG signals remains challenging due to limited annotations, substantial inter-subject variability, and complex temporal dynamics. Re...