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cs.CV2024★ 1 cited
IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition
Zikang Leng, Amitrajit Bhattacharjee, Hrudhai Rajasekhar +4
One of the primary challenges in the field of human activity recognition (HAR) is the lack of large labeled datasets. This hinders the development of robust and generalizable model…
cs.CV2023★ 2 cited
Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition
Megha Thukral, Harish Haresamudram, Thomas Ploetz
The ubiquitous availability of smartphones and smartwatches with integrated inertial measurement units (IMUs) enables straightforward capturing of human activities. For specific ap…