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A Survey of Robust Adversarial Training in Pattern Recognition: Fundamental, Theory, and Methodologies


Mar 26, 2022
Zhuang Qian , Kaizhu Huang , Qiu-Feng Wang , Xu-Yao Zhang


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Document Dewarping with Control Points


Mar 20, 2022
Guo-Wang Xie , Fei Yin , Xu-Yao Zhang , Cheng-Lin Liu

* International Conference on Document Analysis and Recognition, ICDAR 2021, Oral 

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Emergence of Machine Language: Towards Symbolic Intelligence with Neural Networks


Jan 14, 2022
Yuqi Wang , Xu-Yao Zhang , Cheng-Lin Liu , Zhaoxiang Zhang


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Dewarping Document Image By Displacement Flow Estimation with Fully Convolutional Network


Apr 14, 2021
Guo-Wang Xie , Fei Yin , Xu-Yao Zhang , Cheng-Lin Liu

* International Workshop on Document Analysis Systems. Springer, Cham, 2020: 131-144 

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Weakly-Supervised Arbitrary-Shaped Text Detection with Expectation-Maximization Algorithm


Dec 01, 2020
Mengbiao Zhao , Wei Feng , Fei Yin , Xu-Yao Zhang , Cheng-Lin Liu


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Towards Robust Pattern Recognition: A Review


Jun 12, 2020
Xu-Yao Zhang , Cheng-Lin Liu , Ching Y. Suen


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Predictive Ensemble Learning with Application to Scene Text Detection


May 16, 2019
Danlu Chen , Xu-Yao Zhang , Wei Zhang , Yao Lu , Xiuli Li , Tao Mei


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Stochastic Conjugate Gradient Algorithm with Variance Reduction


Oct 16, 2018
Xiao-Bo Jin , Xu-Yao Zhang , Kaizhu Huang , Guang-Gang Geng

* IEEE Transactions on Neural Networks and Learning Systems,2018 
* 10 pages, 4 figures, appeared in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, CGVR algorithm is available on github: https://github.com/xbjin/cgvr 

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SCAN: Sliding Convolutional Attention Network for Scene Text Recognition


Jun 02, 2018
Yi-Chao Wu , Fei Yin , Xu-Yao Zhang , Li Liu , Cheng-Lin Liu


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Robust Classification with Convolutional Prototype Learning


May 09, 2018
Hong-Ming Yang , Xu-Yao Zhang , Fei Yin , Cheng-Lin Liu


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