arxivcs.LG2026-07-04
Conservative Subject Invariant EMG-based Gesture Recognition
Cross-subject generalization remains a fundamental challenge in surface electromyography (sEMG)-based gesture recognition. Although deep learning methods have improved within-subject performance, they often rely on subject-specific data and struggle to balance invariance and disc…