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Deep Learning Anytime Prediction via Enforcing Runtime Monotonicity for Early-exit Activity Recognition
Xin Liu, Lei Zhang, Wenbo Huang, Di Xiong, Zenan Fu, Hao Wu, Aiguo Song (2025). Deep Learning Anytime Prediction via Enforcing Runtime Monotonicity for Early-exit Activity Recognition. , DOI: https://doi.org/10.1109/tim.2025.3566808.
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 Neural Networks for Sensor-Based Human Activity Recognition Using Selective Kernel Convolution
Wenbin Gao, Lei Zhang, Wenbo Huang, Fuhong Min, Jun He, Aiguo Song (2021). Deep Neural Networks for Sensor-Based Human Activity Recognition Using Selective Kernel Convolution. , 70, DOI: https://doi.org/10.1109/tim.2021.3102735.
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 agoLearning Sensor Sample-reweighting for Dynamic Early-exit Activity Recognition via Meta Learning
Zenan Fu, Lei Zhang, Wenbo Huang, Dongzhou Cheng, Hao Wu, Aiguo Song (2024). Learning Sensor Sample-reweighting for Dynamic Early-exit Activity Recognition via Meta Learning. , DOI: https://doi.org/10.1109/jbhi.2024.3524252.
Article72 days ago