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Diyan Teng

2 accepted papers

2025

ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition

AAAI 2025technical

Wearable Human Action Recognition (wHAR) uses motion sensor data to identify human movements, which is essential for mobile and wearable devices. However, traditional wHAR systems are only trained on a limited set of activities. Hence, they fail to generalize to diverse human motions, prompting Zero…

Cited by 0SourcePDFScholar
2024

UniMTS: Unified Pre-training for Motion Time Series

NeurIPS 2024poster

Motion time series collected from low-power, always-on mobile and wearable devices such as smartphones and smartwatches offer significant insights into human behavioral patterns, with wide applications in healthcare, automation, IoT, and AR/XR. However, given security and privacy concerns, building…