Loading publications…
The last 5 uploaded publications
MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition
Dongzhou Cheng, Lei Zhang, Lutong Qin, Shuoyuan Wang, Hao Wu, Aiguo Song (2024). MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition. , 28(5), DOI: https://doi.org/10.1109/jbhi.2024.3373019.
Article72 days agoPatchHAR: A MLP-Like Architecture for Efficient Activity Recognition Using Wearables
Shuoyuan Wang, Lei Zhang, Xing Wang, Wenbo Huang, Hao Wu, Aiguo Song (2024). PatchHAR: A MLP-Like Architecture for Efficient Activity Recognition Using Wearables. , 6(2), DOI: https://doi.org/10.1109/tbiom.2024.3354261.
Article72 days agoDeep Convolutional Networks With Tunable Speed–Accuracy Tradeoff for Human Activity Recognition Using Wearables
Xing Wang, Lei Zhang, Wenbo Huang, Shuoyuan Wang, Hao Wu, Jun He, Aiguo Song (2021). Deep Convolutional Networks With Tunable Speed–Accuracy Tradeoff for Human Activity Recognition Using Wearables. , 71, DOI: https://doi.org/10.1109/tim.2021.3132088.
Article72 days agoA General Multi-Stage Deep Learning Framework for Sensor-based Human Activity Recognition under Bounded Computational Budget
Xing Wang, Lei Zhang, Dongzhou Cheng, Yin Tang, Shuoyuan Wang, Hao Wu, Aiguo Song (2024). A General Multi-Stage Deep Learning Framework for Sensor-based Human Activity Recognition under Bounded Computational Budget. , DOI: https://doi.org/10.1109/tim.2024.3481549.
Article72 days agoTowards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning from Various Width-Resolution Configurations
Lutong Qin, Lei Zhang, C. Li, Chaoda Song, Dongzhou Cheng, Shuoyuan Wang, Hao Wu, Aiguo Song (2024). Towards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning from Various Width-Resolution Configurations. , DOI: https://doi.org/10.1109/tai.2024.3489532.
Article72 days ago