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Towards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning from Various Width-Resolution Configurations Journal article
Qin, Lutong, Zhang, Lei, Li, Chengrun, Song, Chaoda, Cheng, Dongzhou, Wang, Shuoyuan, Wu, Hao, Song, Aiguo. Towards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning from Various Width-Resolution Configurations[J]. IEEE Transactions on Artificial Intelligence, 2024, 5(12), 6723-6738.
Authors:  Qin, Lutong;  Zhang, Lei;  Li, Chengrun;  Song, Chaoda;  Cheng, Dongzhou; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/12/05
Activity Recognition  Collaborative Learning  Convolutional Neural Networks  Dynamic Budgets  Sensor  Wearables  
Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition Journal article
Wang, Shuoyuan, Wang, Jindong, Xi, Huajun, Zhang, Bob, Zhang, Lei, Wei, Hongxin. Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition[J]. PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT, 2024, 7(4), 183.
Authors:  Wang, Shuoyuan;  Wang, Jindong;  Xi, Huajun;  Zhang, Bob;  Zhang, Lei; et al.
Favorite | TC[WOS]:1 TC[Scopus]:4 | Submit date：2024/02/22
Human Activity Recognition  Test-time Adaptation  Transfer Learning  Sensors  
Open-Vocabulary Calibration for Fine-tuned CLIP Conference paper
Wang, Shuoyuan, Wang, Jindong, Wang, Guoqing, Zhang, Bob, Zhou, Kaiyang, Wei, Hongxin. Open-Vocabulary Calibration for Fine-tuned CLIP[C]:ML Research Press, 2024, 51734-51754.
Authors:  Wang, Shuoyuan;  Wang, Jindong;  Wang, Guoqing;  Zhang, Bob;  Zhou, Kaiyang; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/10/10
MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition Journal article
Cheng, Dongzhou, Zhang, Lei, Qin, Lutong, Wang, Shuoyuan, Wu, Hao, Song, Aiguo. MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition[J]. IEEE Journal of Biomedical and Health Informatics, 2024, 28(5), 2687-2698.
Authors:  Cheng, Dongzhou;  Zhang, Lei;  Qin, Lutong;  Wang, Shuoyuan;  Wu, Hao; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:6.7/7.1 | Submit date：2024/05/16
Convolution  Convolutional Autoencoder  Data Models  Decoding  Feature Extraction  Human Activity Recognition  Human Activity Recognition  Masked Reconstruction  Self-supervised Learning  Self-supervised Learning  Sensor  Task Analysis