Sharanya Arcot Desai

Principal Researcher, Digital Health, Samsung Research America

Joined

August 2025

Names

Sharanya Arcot Desai (Preferred)

Emails

****@samsung.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

Digital Health, Samsung Research America (samsung.com)

2024 – 2026

Principal Researcher

Research, NeuroPace (neuropace.com)

2014 – 2024

PhD student

Biomedical Engineering, Georgia Institute of Technology (gatech.edu)

2008 – 2013

Advisors, Relations & Conflicts

PhD Advisor

Steve Potter

2008 – 2013

Coauthor

2008 – 2013

Expertise

Foundation Models

2020 – 2025

Clinical applications of AI

2008 – 2025

Publications

Wavelet-Driven Masked Multiscale Reconstruction for PPG Foundation Models
Megha Thukral, Cyrus Tanade, Simon A. Lee, Juhyeon Lee, Hao Zhou, Keum San Chun, Migyeong Gwak, Viswam Nathan, Md Mahbubur Rahman, Li Zhu, Mehrab Bin Morshed, Subramaniam Venkatraman, Sharanya Arcot Desai
- Submitted to ICLR 2026
- Readers: Everyone
HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series
Simon A. Lee, Cyrus Tanade, Hao Zhou, Juhyeon Lee, Megha Thukral, Md Sazzad Hissain Khan, Keum San Chun, Baiying Lu, Migyeong Gwak, Mehrab Bin Morshed, Viswam Nathan, Md Mahbubur Rahman, Li Zhu, Subramaniam Venkatraman, Sharanya Arcot Desai
- ICLR 2026 Poster
- Readers: Everyone
Wavelet-Based Masked Multiscale Reconstruction for PPG Foundation Models
Megha Thukral, Cyrus Tanade, Simon A. Lee, Juhyeon Lee, Sharanya Arcot Desai
- TS4H NeurIPS 2025 Poster
- Readers: Everyone
Towards On-device Foundation Models for Raw Wearable Signals
Simon A. Lee, Cyrus Tanade, Hao Zhou, Juhyeon Lee, Megha Thukral, Baiying Lu, Sharanya Arcot Desai
- TS4H NeurIPS 2025 Poster
- Readers: Everyone

Co-Authors