2026
Reading Your Actions: Learning Generalizable Action Representations via Pre-training AEMG
CVPR 2026
A fundamental role in decoding human motor intent and enabling intuitive human-computer interaction is played by electromyography (EMG). However, its generalization capability across subjects, devices, and tasks remains substantially limited by data heterogeneity, label scarcity, and the lack of a u