| 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 | 175 | 2020 |
| 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 | 59* | 2021 |
| 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 | 55* | 2023 |
| 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 | 46 | 2019 |
| 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 IEEE journal of biomedical and health informatics 23 (2), 599-606, 2018 | 42 | 2018 |
| 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 | 38 | 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 | 37 | 2023 |
| rPPG-Toolbox: Deep Remote PPG Toolbox X Liu, G Narayanswamy, A Paruchuri, X Zhang, Zhang, J Tang, Y Yang, ... NeurIPS 2023, 2022 | 36* | 2022 |
| 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 | 31* | 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 | 27 | 2022 |
| 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 | 23 | 2022 |
| 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 | 22 | 2022 |
| 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 | 18 | 2021 |
| RGB Camera-based Physiological Sensing: Challenges and Future Directions X Liu, S Patel, D McDuff arXiv preprint arXiv:2110.13362, 2021 | 12 | 2021 |
| 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 | 12 | 2021 |
| 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 | 11 | 2022 |
| 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 | 11 | 2021 |
| 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 | 10 | 2023 |
| Federated remote physiological measurement with imperfect data X Liu, M Zhang, Z Jiang, S Patel, D McDuff Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 8 | 2022 |
| Camera-based remote photoplethysmography to measure heart rate and blood pressure in ambulatory patients with cardiovascular disease: Preliminary analysis T Curran, X Liu, D McDuff, S Patel, E Yang Journal of the American College of Cardiology 81 (8_Supplement), 2301-2301, 2023 | 7 | 2023 |
Shwetak PatelUniversity of Washington, Washington Research Foundation Endowed Professor, Computer ScienceGeverifieerd e-mailadres voor cs.washington.edu
