Preprint Open access
Modeling Shared and Individual Structure for Cross-Subject Continuous Affect Regression from EEG-fNIRS
Continuous, second-by-second valence-arousal estimation from physiological signals is typically studied in a subject-dependent setting, where the model sees labeled data from the same person it is later evaluated on. We study the harder zero-shot cross-subject variant on a synchronized EEG-fNIRS dataset: predict raw-sc …