Improving Human Activity Recognition With Wearable Sensors Through BEE: Leveraging Early Exit and Gradient Boosting
Yu, Jianglai, Zhang, Lei, Cheng, Dongzhou, Huang, Wenbo, Wu, Hao, Song, Aiguo
Published in IEEE transactions on neural systems and rehabilitation engineering (2024)
Published in IEEE transactions on neural systems and rehabilitation engineering (2024)
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Journal Article
Learning hierarchical time series data augmentation invariances via contrastive supervision for human activity recognition
Cheng, Dongzhou, Zhang, Lei, Bu, Can, Wu, Hao, Song, Aiguo
Published in Knowledge-based systems (27.09.2023)
Published in Knowledge-based systems (27.09.2023)
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Journal Article
ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition
Cheng, Dongzhou, Zhang, Lei, Bu, Can, Wang, Xing, Wu, Hao, Song, Aiguo
Published in IEEE journal of biomedical and health informatics (01.08.2023)
Published in IEEE journal of biomedical and health informatics (01.08.2023)
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Journal Article
MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition
Cheng, Dongzhou, Zhang, Lei, Qin, Lutong, Wang, Shuoyuan, Wu, Hao, Song, Aiguo
Published in IEEE journal of biomedical and health informatics (01.05.2024)
Published in IEEE journal of biomedical and health informatics (01.05.2024)
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Journal Article
RepMobile: A MobileNet-Like Network With Structural Reparameterization for Sensor-Based Human Activity Recognition
Yu, Jianglai, Zhang, Lei, Cheng, Dongzhou, Bu, Can, Wu, Hao, Song, Aiguo
Published in IEEE sensors journal (01.08.2024)
Published in IEEE sensors journal (01.08.2024)
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Journal Article
Revisiting Large-Kernel CNN Design via Structural Re-Parameterization for Sensor-Based Human Activity Recognition
Yao, Minghui, Zhang, Lei, Cheng, Dongzhou, Qin, Lutong, Liu, Xin, Fu, Zenan, Wu, Hao, Song, Aiguo
Published in IEEE sensors journal (15.04.2024)
Published in IEEE sensors journal (15.04.2024)
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Journal Article
Robust Human Activity Recognition via Wearable Sensors Using Dynamic Gaussian Kernel Learning
Wang, Shuaishuai, Sun, Yixiang, Sha, Yetong, Yang, Guangyu, Cheng, Dongzhou, Zhang, Lei, Wu, Hao, Song, Aiguo
Published in IEEE sensors journal (15.03.2024)
Published in IEEE sensors journal (15.03.2024)
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