JG
Jake Garrison
cs.AIcs.LGcs.CLcs.HCcs.SDeess.ASArtificial Intelligencecs.CYcs.MADiagnosis, Differential
On Valency
published · living versionsW_uaym8uvu·v1 · currentpublished
AudioFM: Towards General Purpose Audio Representation Learning
with Yamin Li, Ruidong Zhang, Anran Wang, Eduardo Fonseca +17
1 version
Preprints & journals
12 papers in the corpus · 2018–2026The anatomy of a personal health agent.42907512 · Heydari, A Ali, Gu, Ken, Srinivas, Vidya et al.2026 · 7 citationsNature. 2026;659(8139):197-207
Towards a General Intelligence and Interface for Wearable Health Data2605.22759v3 · Girish Narayanswamy, Maxwell A. Xu, A. Ali Heydari et al.2026 · 0 citationsarXiv
An AI system to help scientists write expert-level empirical software.42156545 · Aygün, Eser, Belyaeva, Anastasiya, Comanici, Gheorghe et al.2026 · 15 citationsNature. 2026;654(8120):909-916
SensorLM: Learning the Language of Wearable Sensors2506.09108v1 · Yuwei Zhang, Kumar Ayush, Siyuan Qiao et al.2025 · 7 citationsarXiv
LSM-2: Learning from Incomplete Wearable Sensor Data2506.05321v1 · Maxwell A. Xu, Girish Narayanswamy, Kumar Ayush et al.2025 · 1 citationarXiv
Towards accurate differential diagnosis with large language models.40205049 · McDuff, Daniel, Schaekermann, Mike, Tu, Tao et al.2025 · 299 citationsNature. 2025;642(8067):451-457
Scaling Wearable Foundation Models2410.13638v1 · Girish Narayanswamy, Xin Liu, Kumar Ayush et al.2024 · 6 citationsarXiv
What Are the Odds? Language Models Are Capable of Probabilistic Reasoning2406.12830v3 · Akshay Paruchuri, Jake Garrison, Shun Liao et al.2024 · 4 citationsarXiv
HeAR -- Health Acoustic Representations2403.02522v1 · Sebastien Baur, Zaid Nabulsi, Wei-Hung Weng et al.2024 · 10 citationsarXiv
Optimizing Audio Augmentations for Contrastive Learning of Health-Related Acoustic Signals2309.05843v1 · Louis Blankemeier, Sebastien Baur, Wei-Hung Weng et al.2023 · 0 citationsarXiv
FRILL: A Non-Semantic Speech Embedding for Mobile Devices2011.04609v5 · Jacob Peplinski, Joel Shor, Sachin Joglekar et al.2020 · 17 citationsProc. Interspeech 2021
SpiroConfidence: Determining the Validity of Smartphone Based Spirometry Using Machine Learning.30441582 · Viswanath, Varun, Garrison, Jake, Patel, Shwetak2019 · 28 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2018;2018:5499-5502
Career total: 21 works. 12 are in this corpus.
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