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Catherine Tong
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Multimodal deep learning for activity and context recognition
V Radu, C Tong, S Bhattacharya, ND Lane, C Mascolo, MK Marina, ...
Proceedings of the ACM on interactive, mobile, wearable and ubiquitous …, 2018
2832018
IMUTube: Automatic extraction of virtual on-body accelerometry from video for human activity recognition
H Kwon*, C Tong*, H Haresamudram, Y Gao, GD Abowd, ND Lane, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
1202020
Predicting patient outcomes with graph representation learning
C Tong*, E Rocheteau*, P Veličković, N Lane, P Liò
International Workshop on Health Intelligence, 281-293, 2021
50*2021
Are accelerometers for activity recognition a dead-end?
C Tong, SA Tailor, ND Lane
Proceedings of the 21st international workshop on mobile computing systems …, 2020
372020
Zero-Shot Learning for IMU-Based Activity Recognition Using Video Embeddings
C Tong*, J Ge*, ND Lane
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021
262021
Beyond the exome: what’s next in diagnostic testing for Mendelian conditions
MH Wojcik, CM Reuter, S Marwaha, M Mahmoud, MH Duyzend, ...
The American Journal of Human Genetics 110 (8), 1229-1248, 2023
252023
Self-supervised learning for human activity recognition using 700,000 person-days of wearable data
H Yuan, S Chan, AP Creagh, C Tong, A Acquah, DA Clifton, A Doherty
npj Digital Medicine 7 (1), 91, 2024
232024
RainBench: Towards Data-Driven Global Precipitation Forecasting from Satellite Imagery
CS de Witt*, C Tong*, V Zantedeschi, D De Martini, A Kalaitzis, M Chantry, ...
Proceedings of the AAAI Conference on Artificial Intelligence 35 (17), 14902 …, 2021
21*2021
Tracking Fatigue and Health State in Multiple Sclerosis Patients Using Connected Wellness Devices
C Tong, M Craner, M Vegreville, ND Lane
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019
202019
Deterministic binary filters for convolutional neural networks
V Tseng, S Bhattachara, J Fernández-Marqués, M Alizadeh, C Tong, ...
IJCAI International Joint Conference on Artificial Intelligence, 2018
162018
Method and system for automatic extraction of virtual on-body inertial measurement units
H Kwon, GD Abowd, HK Haresamudram, T Ploetz, EGC Tong, Y Gao, ...
US Patent App. 17/464,488, 2022
82022
Towards data-driven physics-informed global precipitation forecasting from satellite imagery
V Zantedeschi, D De Martini, C Tong, CS de Witt, A Kalaitzis, M Chantry, ...
Proceedings of the AI for Earth Sciences Workshop at NeurIPS, 2020
62020
Inference of big-five personality using large-scale networked mobile and appliance data
C Tong, GM Harari, A Chieh, O Bellahsen, M Vegreville, E Roitmann, ...
Proceedings of the 16th Annual International Conference on Mobile Systems …, 2018
42018
Diffusing workers in a multiplex world
C Tong, OA Guerrero, E Lopez, F Reed-Tsochas
Saïd Business School WP 21, 2017
22017
CAPTURE-24: A large dataset of wrist-worn activity tracker data collected in the wild for human activity recognition
S Chan, H Yuan, C Tong, A Acquah, A Schonfeldt, J Gershuny, A Doherty
arXiv preprint arXiv:2402.19229, 2024
2024
Can You See It? Good, So We Can Sense It!
H Kwon, C Tong, H Haresamudram, Y Gao, GD Abowd, ND Lane, ...
GetMobile: Mobile Computing and Communications 25 (2), 38-42, 2021
2021
The Surprising Behavior Of Graph Neural Networks
V Kothari, C Tong, N Lane
2019
BinaryFlex: On-the-Fly Kernel Generation in Binary Convolutional Networks
VWS Tseng, S Bhattachary, JF Marqués, M Alizadeh, C Tong, ND Lane
2018
Capture-24: Activity recognition on a large activity tracker dataset collected in the wild
S Chan, H Yuan, C Tong, R Walmsley, A Doherty
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Articles 1–19