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Group Fisher Pruning for Practical Network Compression

Aug 02, 2021
Liyang Liu, Shilong Zhang, Zhanghui Kuang, Aojun Zhou, Jing-Hao Xue, Xinjiang Wang, Yimin Chen, Wenming Yang, Qingmin Liao, Wayne Zhang

* ICML2021; Code: 

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Subjective Opinions Matter: Controllable Image Quality Assessment Using Pseudo Reference Images

May 06, 2021
Jingyu Guo, Wei Wang, Wenming Yang, Qingmin Liao, Jie Zhou

* 10 pages, 5 figures 

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SCNet: Enhancing Few-Shot Semantic Segmentation by Self-Contrastive Background Prototypes

Apr 28, 2021
Jiacheng Chen, Bin-Bin Gao, Zongqing Lu, Jing-Hao Xue, Chengjie Wang, Qingmin Liao

* 9 pages, 5 figures 

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Attention Cube Network for Image Restoration

Sep 15, 2020
Yucheng Hang, Qingmin Liao, Wenming Yang, Yupeng Chen, Jie Zhou

* Accepted by the 28th ACM International Conference on Multimedia (ACM MM 2020) 

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Noise-Sampling Cross Entropy Loss: Improving Disparity Regression Via Cost Volume Aware Regularizer

May 28, 2020
Yang Chen, Zongqing Lu, Xuechen Zhang, Lei Chen, Qingmin Liao

* Accepted by IEEE ICIP 2020 

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Real-MFF Dataset: A Large Realistic Multi-focus Image Dataset with Ground Truth

Mar 28, 2020
Juncheng Zhang, Qingmin Liao, Shaojun Liu, Haoyu Ma, Wenming Yang, Jing-hao Xue

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XSepConv: Extremely Separated Convolution

Feb 27, 2020
Jiarong Chen, Zongqing Lu, Jing-Hao Xue, Qingmin Liao

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An α-Matte Boundary Defocus Model Based Cascaded Network for Multi-focus Image Fusion

Oct 30, 2019
Haoyu Ma, Qingmin Liao, Juncheng Zhang, Shaojun Liu, Jing-Hao Xue

* 10 pages, 8 figures, journal Unfortunately, I cannot spell one of the authors' name coorectly 

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LCSCNet: Linear Compressing Based Skip-Connecting Network for Image Super-Resolution

Sep 09, 2019
Wenming Yang, Xuechen Zhang, Yapeng Tian, Wei Wang, Jing-Hao Xue, Qingmin Liao

* Accepted by IEEE Transactions on Image Processing (IEEE-TIP) 

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Lightweight Feature Fusion Network for Single Image Super-Resolution

Apr 13, 2019
Wenming Yang, Wei Wang, Xuechen Zhang, Shuifa Sun, Qingmin Liao

* Accepted by IEEE Signal Processing Letters (Volume:26, Issue:4, April 2019) 

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Boundary Aware Multi-Focus Image Fusion Using Deep Neural Network

Mar 30, 2019
Haoyu Ma, Juncheng Zhang, Shaojun Liu, Qingmin Liao

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Optical Flow Super-Resolution Based on Image Guidence Using Convolutional Neural Network

Sep 03, 2018
Liping Zhang, Zongqing Lu, Qingmin Liao

* 20 pages,7 figures 

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