HiPPT: Physiology-Grounded Wearable PPG Representation Learning via Multi-Scope Text Alignment.

arXiv:2610.14489v2 Announce Type: replace Abstract: 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