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James M. Rehg

University of Illinois Urbana-Champaign, Urbana, Illinois, USA
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  • University of Illinois Urbana-Champaign / Google (paper lists both; per-author mapping not given)
ORCID iD

Papers

  • SensorFM: Toward a General Intelligence and Interface for Wearable Health Data
    2026 · arXiv / Google Blog
  • Variable Input Masked Autoencoders for Wrist-Worn Accelerometry (VarMAE)
    2026 · ICLR 2027 submission
  • LSM-2: Learning from Incomplete Wearable Sensor Data
    2025 · Google Research blog
  • Pulse-PPG: An Open-Source Field-Trained PPG Foundation Model for Wearable Applications Across Lab and Field Settings
    2025 · ACM IMWUT 9
  • RelCon: Relative Contrastive Learning for a Motion Foundation Model
    2025 · ICLR 2025
  • RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data
    2024 · ICLR 2025

Models

Google LSM-2 / AIMPulse-PPGRelConSensorFM (Google)VarMAE

Co-authors

Maxwell A. XuGirish NarayanswamyA. Ali HeydariSamy Abdel-GhaffarJake GarrisonDimitris SpathisXuhai "Orson" XuYuwei ZhangTim AlthoffMing-Zher PohYun LiuYuzhe Yang

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