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Towards Self-learning Edge Intelligence in 6G

Oct 01, 2020
Yong Xiao, Guangming Shi, Yingyu Li, Walid Saad, H. Vincent Poor

* To be published at IEEE Communications Magazine, vol. 58, no. 12, December 2020 

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A Novel Transferability Attention Neural Network Model for EEG Emotion Recognition

Sep 21, 2020
Yang Li, Boxun Fu, Fu Li, Guangming Shi, Wenming Zheng


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Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network

Sep 14, 2020
Qian Ning, Weisheng Dong, Guangming Shi, Leida Li, Xin Li


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Towards Ubiquitous AI in 6G with Federated Learning

Apr 26, 2020
Yong Xiao, Guangming Shi, Marwan Krunz

* Submitted to IEEE Communication Magazine 

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MetaIQA: Deep Meta-learning for No-Reference Image Quality Assessment

Apr 11, 2020
Hancheng Zhu, Leida Li, Jinjian Wu, Weisheng Dong, Guangming Shi


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A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning

Aug 15, 2019
Pengfei Wang, Chengquan Zhang, Fei Qi, Zuming Huang, Mengyi En, Junyu Han, Jingtuo Liu, Errui Ding, Guangming Shi

* In Proceedings of the 27th ACM International Conference on Multimedia (MM '19), October 21-25, 2019, Nice, France 
* 9 pages, 6 figures, 7 tables, To appear in ACM Multimedia 2019 

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Knowledge-guided Semantic Computing Network

Sep 29, 2018
Guangming Shi, Zhongqiang Zhang, Dahua Gao, Xuemei Xie, Yihao Feng, Xinrui Ma, Danhua Liu

* 13 pages, 13 figures 

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Perceptual Compressive Sensing

Aug 27, 2018
Jiang Du, Xuemei Xie, Chenye Wang, Guangming Shi

* Accepted by The First Chinese Conference on Pattern Recognition and Computer Vision (PRCV 2018). This is a pre-print version (not final version) 

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Learning Hybrid Sparsity Prior for Image Restoration: Where Deep Learning Meets Sparse Coding

Jul 18, 2018
Weisheng Dong, Zhangxi Yan, Xin Li, Guangming Shi


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Fully Convolutional Measurement Network for Compressive Sensing Image Reconstruction

May 29, 2018
Jiang Du, Xuemei Xie, Chenye Wang, Guangming Shi, Xun Xu, Yuxiang Wang

* Accepted by neurocomputing in 2018 

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Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network

Feb 13, 2018
Weishong Dong, Ming Yuan, Xin Li, Guangming Shi


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Full Image Recover for Block-Based Compressive Sensing

Feb 01, 2018
Xuemei Xie, Chenye Wang, Jiang Du, Guangming Shi

* ICME 2018 submission # 1536 

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ConvCSNet: A Convolutional Compressive Sensing Framework Based on Deep Learning

Jan 31, 2018
Xiaotong Lu, Weisheng Dong, Peiyao Wang, Guangming Shi, Xuemei Xie


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Denoising Prior Driven Deep Neural Network for Image Restoration

Jan 21, 2018
Weisheng Dong, Peiyao Wang, Wotao Yin, Guangming Shi, Fangfang Wu, Xiaotong Lu


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Feature-Fused SSD: Fast Detection for Small Objects

Oct 18, 2017
Guimei Cao, Xuemei Xie, Wenzhe Yang, Quan Liao, Guangming Shi, Jinjian Wu

* Artificial Intelligence;8 pages,8 figures 

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Real-Time Illegal Parking Detection System Based on Deep Learning

Oct 05, 2017
Xuemei Xie, Chenye Wang, Shu Chen, Guangming Shi, Zhifu Zhao

* 5pages,6figures 

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Adaptive Measurement Network for CS Image Reconstruction

Sep 23, 2017
Xuemei Xie, Yuxiang Wang, Guangming Shi, Chenye Wang, Jiang Du, Zhifu Zhao

* 11pages,8figures 

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Image Deblurring and Super-resolution by Adaptive Sparse Domain Selection and Adaptive Regularization

Dec 06, 2010
Weisheng Dong, Lei Zhang, Guangming Shi, Xiaolin Wu

* 35 pages. This paper is under review in IEEE TIP 

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