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Speech Enhancement Using Self-Supervised Pre-Trained Model and Vector Quantization


Sep 28, 2022
Xiao-Ying Zhao, Qiu-Shi Zhu, Jie Zhang

* Accepted to APSIPA ASC 2022 

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Learning to Solve Multiple-TSP with Time Window and Rejections via Deep Reinforcement Learning


Sep 13, 2022
Rongkai Zhang, Cong Zhang, Zhiguang Cao, Wen Song, Puay Siew Tan, Jie Zhang, Bihan Wen, Justin Dauwels


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Class-Incremental Learning via Knowledge Amalgamation


Sep 05, 2022
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Yajuan San

* Paper accepted at ECML PKDD 2022 

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Fed-FSNet: Mitigating Non-I.I.D. Federated Learning via Fuzzy Synthesizing Network


Aug 21, 2022
Jingcai Guo, Song Guo, Jie Zhang, Ziming Liu


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Hierarchical Compositional Representations for Few-shot Action Recognition


Aug 19, 2022
Changzhen Li, Jie Zhang, Shuzhe Wu, Xin Jin, Shiguang Shan


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Multi-modal Transformer Path Prediction for Autonomous Vehicle


Aug 15, 2022
Chia Hong Tseng, Jie Zhang, Min-Te Sun, Kazuya Sakai, Wei-Shinn Ku

* 9 pages, 12 figures, and 5 tables 

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Microwave QR Code: An IRS-Based Solution


Aug 05, 2022
Sai Xu, Yanan Du, Jiliang Zhang, Jie Zhang


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An IRS Backscatter Enabled Integrated Sensing, Communication and Computation System


Jul 20, 2022
Sai Xu, Yanan Du, Jiliang Zhang, Jiangzhou Wang, Jie Zhang


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Physics-informed Deep Learning for Musculoskeletal Modelling: Predicting Muscle Forces and Joint Kinematics from Surface EMG


Jul 04, 2022
Jie Zhang, Yihui Zhao, Fergus Shone, Zhenhong Li, Alejandro F. Frangi, Shengquan Xie, Zhiqiang Zhang


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On the Performance of Data Compression in Clustered Fog Radio Access Networks


Jul 01, 2022
Haonan Hu, Yan Jiang, Jiliang Zhang, Yanan Zheng, Qianbin Chen, Jie Zhang

* 30 pages, 9 figures. This paper has been submitted to IEEE Transactions on Wireless Communications 

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