HiPPT: Physiology-Grounded Wearable PPG Representation Learning via Multi-Scope Text Alignment
Reusable wearable PPG representations should capture local pulse morphology and broader physiological regularities. Existing pretraining objectives, however, usually apply supervision at the recording or pair level, overlooking that different concepts become reliable over different scopes of…
arXiv - cs.AI2 min read