VCR: Learning Valid Contextual Representation for Incomplete Wearable Signals

Yuxuan Weng, Wenhan Luo, Qijia Shao

Wearable devices enable continuous health monitoring from multimodal signals, but real-world deployment is hindered by limited labeled data and pervasive sensor incompleteness. Whi…