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Xin Liu
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Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
X Liu, J Fromm, S Patel, D McDuff
🌟 NeurIPS 2020 (Oral, Top 1%), 2020
2112020
Efficientphys: Enabling simple, fast and accurate camera-based cardiac measurement
X Liu, B Hill, Z Jiang, S Patel, D McDuff
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2023
79*2023
MetaPhys: few-shot adaptation for non-contact physiological measurement
X Liu, Z Jiang, J Fromm, X Xu, S Patel, D McDuff
Proceedings of the Conference on Health, Inference, and Learning, 154-163, 2021
66*2021
Large language models are few-shot health learners
X Liu, D McDuff, G Kovacs, I Galatzer-Levy, J Sunshine, J Zhan, MZ Poh, ...
arXiv preprint arXiv:2305.15525, 2023
612023
rPPG-Toolbox: Deep Remote PPG Toolbox
X Liu, G Narayanswamy, A Paruchuri, X Zhang, Zhang, J Tang, Y Yang, ...
NeurIPS 2023, 2022
48*2022
A novel upper-limb function measure derived from finger-worn sensor data collected in a free-living setting
SI Lee, X Liu, S Rajan, N Ramasarma, EK Choe, P Bonato
PloS one 14 (3), e0212484, 2019
462019
The use of a finger-worn accelerometer for monitoring of hand use in ambulatory settings
X Liu, S Rajan, N Ramasarma, P Bonato, SI Lee
🏅 (Cover Article Nominee) IEEE journal of biomedical and health informatics …, 2018
432018
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices
X Liu, Y Li, J Fromm, Y Wang, Z Jiang, A Mariakakis, S Patel
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021
412021
Using high-fidelity avatars to advance camera-based cardiac pulse measurement
D Mcduff, J Hernandez, X Liu, E Wood, T Baltrusaitis
IEEE Transactions on Biomedical Engineering 69 (8), 2646-2656, 2022
34*2022
SCAMPS: Synthetics for Camera Measurement of Physiological Signals
D McDuff, M Wander, X Liu, BL Hill, J Hernandez, J Lester, T Baltrusaitis
🌟 NeurIPS 2022 (Oral Top 1%), 2022
302022
SimPer: Simple Self-Supervised Learning of Periodic Targets
Y Yang, X Liu, J Wu, S Borac, D Katabi, MZ Poh, D McDuff
🌟 ICLR 2023 (Oral Top 0.1% Review & Notable Top 5%), 2022
292022
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
X Xu, H Zhang, Y Sefidgar, Y Ren, X Liu, W Seo, J Brown, K Kuehn, ...
NeurIPS 2022, 2022
282022
Beat-to-beat cardiac pulse rate measurement from video
BL Hill, X Liu, D McDuff
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
192021
Mmpd: multi-domain mobile video physiology dataset
J Tang, K Chen, Y Wang, Y Shi, S Patel, D McDuff, X Liu
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
182023
Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing
D McDuff, X Liu, J Hernandez, E Wood, T Baltrusaitis
2022 Annual International Conference of the IEEE Engineering in Medicine and …, 2021
162021
GLOBEM: cross-dataset generalization of longitudinal human behavior modeling
X Xu, X Liu, H Zhang, W Wang, S Nepal, Y Sefidgar, W Seo, KS Kuehn, ...
🏆 (Best Paper Award) Proceedings of the ACM on Interactive, Mobile, Wearable …, 2023
152023
MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing
X Liu, Y Wang, S Xie, X Zhang, Z Ma, D McDuff, S Patel
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022
152022
HulaMove: Using Commodity IMU for Waist Interaction
X Xu, J Li, T Yuan, L He, X Liu, Y Yan, Y Wang, Y Shi, J Mankoff, AK Dey
ACM Conference on Human Factors in Computing Systems (CHI 2021), 2021
152021
RGB Camera-based Physiological Sensing: Challenges and Future Directions
X Liu, S Patel, D McDuff
arXiv preprint arXiv:2110.13362, 2021
142021
Enabling real-time on-chip audio super resolution for bone-conduction microphones
Y Li, Y Wang, X Liu, Y Shi, S Patel, SF Shih
Sensors 23 (1), 35, 2022
92022
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Articles 1–20