Carpacio: Repurposing Capacitive Sensors to Distinguish Driver and Passenger Touches on In-Vehicle Screens. - Edward Jay Wang; Jake Garrison; Eric Whitmire; Mayank Goel; Shwetak N. Patel (UIST, 2017)

SpiroConfidence: Determining the Validity of Smartphone Based Spirometry Using Machine Learning. - Varun K. Viswanath; Jake Garrison; Shwetak N. Patel (EMBC, 2018)

Whosecough: In-the-Wild Cougher Verification Using Multitask Learning. - Matt Whitehill; Jake Garrison; Shwetak N. Patel (ICASSP, 2020)

FUN! Fast, Universal, Non-Semantic Speech Embeddings. - Jacob Peplinski; Joel Shor; Sachin Joglekar; Jake Garrison; Shwetak N. Patel (CoRR, 2020)

FRILL: A Non-Semantic Speech Embedding for Mobile Devices. - Jacob Peplinski; Joel Shor; Sachin Joglekar; Jake Garrison; Shwetak N. Patel (Interspeech, 2021)

LuckyChirp: Opportunistic Respiration Sensing Using Cascaded Sonar on Commodity Devices. - Qiuyue Shirley Xue; D. Shin; Anupam Pathak; Jake Garrison; Jonathan Hsu; Mark Malhotra; Shwetak N. Patel (PerCom, 2022)

Optimizing Audio Augmentations for Contrastive Learning of Health-Related Acoustic Signals. - Louis Blankemeier; Sebastien Baur; Wei-Hung Weng; Jake Garrison; Yossi Matias; Shruthi Prabhakara; Diego Ardila; Zaid Nabulsi (CoRR, 2023)

Towards Accurate Differential Diagnosis with Large Language Models. - Daniel McDuff; Mike Schaekermann; Tao Tu 001; Anil Palepu; Amy Wang; Jake Garrison; Karan Singhal; Yash Sharma; Shekoofeh Azizi; Kavita Kulkarni; Le Hou; Yong Cheng; et al. (CoRR, 2023)

What Are the Odds? Language Models Are Capable of Probabilistic Reasoning. - Akshay Paruchuri; Jake Garrison; Shun Liao; John Hernandez; Jacob E. Sunshine; Tim Althoff; Xin Liu 034; Daniel McDuff (EMNLP, 2024)

HeAR - Health Acoustic Representations. - Sebastien Baur; Zaid Nabulsi; Wei-Hung Weng; Jake Garrison; Louis Blankemeier; Sam Fishman; Christina Chen; Sujay Kakarmath; Minyoi Maimbolwa; Nsala Sanjase; Brian Shuma; Yossi Matias; et al. (CoRR, 2024)

Scaling Wearable Foundation Models. - Girish Narayanswamy; Xin Liu 034; Kumar Ayush; Yuzhe Yang 003; Xuhai Xu; Shun Liao; Jake Garrison; Shyam A. Tailor; Jake Sunshine; Yun Liu 013; Tim Althoff; Shrikanth Narayanan; et al. (CoRR, 2024)

Scaling Wearable Foundation Models. - Girish Narayanswamy; Xin Liu 034; Kumar Ayush; Yuzhe Yang 003; Xuhai Xu; Shun Liao; Jake Garrison; Shyam A. Tailor; Jacob E. Sunshine; Yun Liu 013; Tim Althoff; Shrikanth Narayanan; et al. (ICLR, 2025)

LSM-2: Learning from Incomplete Wearable Sensor Data. - Maxwell A. Xu; Girish Narayanswamy; Kumar Ayush; Dimitris Spathis; Shun Liao; Shyam A. Tailor; Ahmed Metwally 002; A. Ali Heydari; Yuwei Zhang; Jake Garrison; Samy Abdel-Ghaffar; Xuhai Xu; et al. (CoRR, 2025)

SensorLM: Learning the Language of Wearable Sensors. - Yuwei Zhang; Kumar Ayush; Siyuan Qiao; A. Ali Heydari; Girish Narayanswamy; Maxwell A. Xu; Ahmed A. Metwally; Shawn Xu; Jake Garrison; Xuhai Xu; Tim Althoff; Yun Liu 013; et al. (CoRR, 2025)