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Cross-Supervised Joint-Event-Extraction with Heterogeneous Information Networks

Oct 14, 2020
Yue Wang, Zhuo Xu, Lu Bai, Yao Wan, Lixin Cui, Qian Zhao, Edwin R. Hancock, Philip S. Yu

* Accepted by ICPR 2020 

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Variational Image Restoration Network

Aug 25, 2020
Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang, Deyu Meng


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From Rain Removal to Rain Generation

Aug 08, 2020
Hong Wang, Zongsheng Yue, Qi Xie, Qian Zhao, Deyu Meng


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Meta Feature Modulator for Long-tailed Recognition

Aug 08, 2020
Renzhen Wang, Kaiqin Hu, Yanwen Zhu, Jun Shu, Qian Zhao, Deyu Meng


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Learning to Purify Noisy Labels via Meta Soft Label Corrector

Aug 03, 2020
Yichen Wu, Jun Shu, Qi Xie, Qian Zhao, Deyu Meng

* 12 pages,6 figures 

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Meta-LR-Schedule-Net: Learned LR Schedules that Scale and Generalize

Jul 31, 2020
Jun Shu, Yanwen Zhu, Qian Zhao, Deyu Meng, Zongben Xu

* 21 pages 

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ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation

Jul 28, 2020
Qian Zhao, Siyu Tao, Jie Zhou, Linlin Wang, Xin Lin, Liang He

* 10 pages, 2 figures, accepted by Proceedings of the 14th International Workshop on Semantic Evaluation (SemEval 2020) 

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Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation

Jul 12, 2020
Zongsheng Yue, Qian Zhao, Lei Zhang, Deyu Meng

* Accepted by ECCV 2020 

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Meta Transition Adaptation for Robust Deep Learning with Noisy Labels

Jun 12, 2020
Jun Shu, Qian Zhao, Zongben Xu, Deyu Meng

* 14 pages 

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Structural Residual Learning for Single Image Rain Removal

May 19, 2020
Hong Wang, Yichen Wu, Qi Xie, Qian Zhao, Yong Liang, Deyu Meng


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A Model-driven Deep Neural Network for Single Image Rain Removal

May 04, 2020
Hong Wang, Qi Xie, Qian Zhao, Deyu Meng


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Learning Adaptive Loss for Robust Learning with Noisy Labels

Feb 16, 2020
Jun Shu, Qian Zhao, Keyu Chen, Zongben Xu, Deyu Meng

* 10pages 

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Neural Networks Weights Quantization: Target None-retraining Ternary (TNT)

Dec 18, 2019
Tianyu Zhang, Lei Zhu, Qian Zhao, Kilho Shin

* 6 pages, 2 figures 

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Understand Dynamic Regret with Switching Cost for Online Decision Making

Nov 28, 2019
Yawei Zhao, Qian Zhao, Xingxing Zhang, En Zhu, Xinwang Liu, Jianping Yin

* Accepted by ACM Transactions on Intelligent Systems and Technology (TIST) 

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A Survey on Rain Removal from Video and Single Image

Oct 03, 2019
Hong Wang, Yichen Wu, Minghan Li, Qian Zhao, Deyu Meng


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Variational Denoising Network: Toward Blind Noise Modeling and Removal

Sep 23, 2019
Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang, Deyu Meng

* 11 pages, 4 figures 

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Video Rain/Snow Removal by Transformed Online Multiscale Convolutional Sparse Coding

Sep 13, 2019
Minghan Li, Xiangyong Cao, Qian Zhao, Lei Zhang, Chenqiang Gao, Deyu Meng

* 14 pages, 15 figures 

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Push the Student to Learn Right: Progressive Gradient Correcting by Meta-learner on Corrupted Labels

Feb 22, 2019
Jun Shu, Qi Xie, Lixuan Yi, Qian Zhao, Sanping Zhou, Zongben Xu, Deyu Meng

* 10 pages, 4 figures, 2 tables 

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Tug the Student to Learn Right: Progressive Gradient Correcting by Meta-learner on Corrupted Labels

Feb 20, 2019
Jun Shu, Qi Xie, Lixuan Yi, Qian Zhao, Sanping Zhou, Zongben Xu, Deyu Meng

* 10 pages, 4 figures, 2 tables 

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Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net

Jan 10, 2019
Qi Xie, Minghao Zhou, Qian Zhao, Deyu Meng, Wangmeng Zuo, Zongben Xu

* 10 pages, 7 figures 

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Enhanced 3DTV Regularization and Its Applications on Hyper-spectral Image Denoising and Compressed Sensing

Sep 18, 2018
Jiangjun Peng, Qi Xie, Qian Zhao, Yao Wang, Deyu Meng, Yee Leung

* 25 pages, 27 figures, 3 tables, machine learning, regularization 

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Discovering Influential Factors in Variational Autoencoder

Sep 06, 2018
Shiqi Liu, Jingxin Liu, Qian Zhao, Xiangyong Cao, Huibin Li, Hongying Meng, Sheng Liu, Deyu Meng

* 15 pages, 8 figures 

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Unsupervised/Semi-supervised Deep Learning for Low-dose CT Enhancement

Aug 08, 2018
Mingrui Geng, Yun Deng, Qian Zhao, Qi Xie, Dong Zeng, Dong Zeng, Wangmeng Zuo, Deyu Meng


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Semi-supervised CNN for Single Image Rain Removal

Jul 29, 2018
Wei Wei, Deyu Meng, Qian Zhao, Zongben Xu

* 16 pages 

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Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition

Jul 08, 2017
Yao Wang, Jiangjun Peng, Qian Zhao, Deyu Meng, Yee Leung, Xi-Le Zhao

* 15 pages, 20 figures 

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