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A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis


Sep 10, 2022
Yan Zhao, Liwei Deng, Xuanhao Chen, Chenjuan Guo, Bin Yang, Tung Kieu, Feiteng Huang, Torben Bach Pedersen, Kai Zheng, Christian S. Jensen


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Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey


Aug 22, 2022
Dalin Zhang, Kaixuan Chen, Yan Zhao, Bin Yang, Lina Yao, Christian S. Jensen


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Uncertainty Quantification for Traffic Forecasting: A Unified Approach


Aug 11, 2022
Weizhu Qian, Dalin Zhang, Yan Zhao, Kai Zheng, James J. Q. Yu

* 13 pages, 11 figures 

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DualAfford: Learning Collaborative Visual Affordance for Dual-gripper Object Manipulation


Jul 05, 2022
Yan Zhao, Ruihai Wu, Zhehuan Chen, Yourong Zhang, Qingnan Fan, Kaichun Mo, Hao Dong


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Intra Encoding Complexity Control with a Time-Cost Model for Versatile Video Coding


Jun 13, 2022
Yan Huang, Jizheng Xu, Li Zhang, Yan Zhao, Li Song

* 5 pages, received VSPCTC Best Paper Award in ISCAS 2022 

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VoiceFixer: A Unified Framework for High-Fidelity Speech Restoration


Apr 17, 2022
Haohe Liu, Xubo Liu, Qiuqiang Kong, Qiao Tian, Yan Zhao, DeLiang Wang, Chuanzeng Huang, Yuxuan Wang

* Submitted to INTERSPEECH 2022 

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Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection---Extended Version


Apr 07, 2022
Tung Kieu, Bin Yang, Chenjuan Guo, Christian S. Jensen, Yan Zhao, Feiteng Huang, Kai Zheng

* This paper has been accepted by IEEE ICDE 2022 

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Attentional Feature Refinement and Alignment Network for Aircraft Detection in SAR Imagery


Jan 19, 2022
Yan Zhao, Lingjun Zhao, Zhong Liu, Dewen Hu, Gangyao Kuang, Li Liu

* A raw version as the same as the early access published in TGRS. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses 

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VoiceFixer: Toward General Speech Restoration with Neural Vocoder


Oct 05, 2021
Haohe Liu, Qiuqiang Kong, Qiao Tian, Yan Zhao, DeLiang Wang, Chuanzeng Huang, Yuxuan Wang


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