most citedBetter by Comparison: Retrieval-Augmented Contrastive Reasoning for Automatic Prompt Optimization

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cs.LG2026

Wavelet-Driven Masked Multiscale Reconstruction for PPG Foundation Models

Megha Thukral, Cyrus Tanade, Simon A. Lee +10

Wearable foundation models have the potential to transform digital health by learning transferable representations from large-scale biosignals collected in everyday settings. While…

cs.LG2025

HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series

Simon A. Lee, Cyrus Tanade, Hao Zhou +13

Wearable sensors provide abundant physiological time series, yet the principles governing their predictive utility remain unclear. We hypothesize that temporal resolution is a fund…