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Self-supervised Learning for Human Activity Recognition Using 700,000 Person-days of Wearable Data


Jun 06, 2022
Hang Yuan , Shing Chan , Andrew P. Creagh , Catherine Tong , David A. Clifton , Aiden Doherty


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Predicting Patient Outcomes with Graph Representation Learning


Jan 11, 2021
Emma Rocheteau , Catherine Tong , Petar Veličković , Nicholas Lane , Pietro Liò

* Accepted at the W3PHIAI-21 and DLG-AAAI'21 workshops at AAAI 2021 

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RainBench: Towards Global Precipitation Forecasting from Satellite Imagery


Dec 17, 2020
Christian Schroeder de Witt , Catherine Tong , Valentina Zantedeschi , Daniele De Martini , Freddie Kalaitzis , Matthew Chantry , Duncan Watson-Parris , Piotr Bilinski

* Work completed during the 2020 Frontier Development Lab research accelerator, a private-public partnership with NASA in the US, and ESA in Europe. Accepted as a spotlight/long oral talk at both Climate Change and AI, as well as AI for Earth Sciences Workshops at NeurIPS 2020 

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IMUTube: Automatic extraction of virtual on-body accelerometry from video for human activity recognition


May 29, 2020
Hyeokhyen Kwon , Catherine Tong , Harish Haresamudram , Yan Gao , Gregory D. Abowd , Nicholas D. Lane , Thomas Ploetz


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Are Accelerometers for Activity Recognition a Dead-end?


Jan 30, 2020
Catherine Tong , Shyam A. Tailor , Nicholas D. Lane


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