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Generalizable Representation Learning for Mixture Domain Face Anti-Spoofing


May 06, 2021
Zhihong Chen, Taiping Yao, Kekai Sheng, Shouhong Ding, Ying Tai, Jilin Li, Feiyue Huang, Xinyu Jin

* Accepted for publication in AAAI2021 

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Synthesizing MR Image Contrast Enhancement Using 3D High-resolution ConvNets


Apr 13, 2021
Chao Chen, Catalina Raymond, Bill Speier, Xinyu Jin, Timothy F. Cloughesy, Dieter Enzmann, Benjamin M. Ellingson, Corey W. Arnold

* Technical paper submitted to IEEE TMI, Code is available at \url{https://github.com/chenchao666/Contrast-enhanced-MRI-Synthesis

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DCANet: Dense Context-Aware Network for Semantic Segmentation


Apr 06, 2021
Yifu Liu, Chenfeng Xu, Xinyu Jin


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Contrast-enhanced MRI Synthesis Using 3D High-Resolution ConvNets


Apr 04, 2021
Chao Chen, Catalina Raymond, Bill Speier, Xinyu Jin, Timothy F. Cloughesy, Dieter Enzmann, Benjamin M. Ellingson, Corey W. Arnold

* Technical paper submitted to IEEE TMI, Code is available at \url{https://github.com/chenchao666/Contrast-enhanced-MRI-Synthesis

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Attention-Guided Discriminative Region Localization for Bone Age Assessment


May 30, 2020
Chao Chen, Zhihong Chen1, Xinyu Jin, Lanjuan Li, William Speier, Corey W. Arnold2

* codes are available at \url{https://github.com/chenchao666/Bone-Age-Assessment

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Deep Learning Guided Undersampling Mask Design for MR Image Reconstruction


Mar 08, 2020
Shengke Xue, Ruiliang Bai, Xinyu Jin

* Manuscript temporarily, will be submitted IEEE Trans. Med. Imag. eventually 

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HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation


Dec 27, 2019
Chao Chen, Zhihang Fu, Zhihong Chen, Sheng Jin, Zhaowei Cheng, Xinyu Jin, Xian-Sheng Hua

* Accept by AAAI-2020, codes are available at https://github.com/chenchao666/HoMM-Master 

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Selective Transfer with Reinforced Transfer Network for Partial Domain Adaptation


May 26, 2019
Zhihong Chen, Chao Chen, Zhaowei Cheng, Ke Fang, Xinyu Jin

* Submit to NeurIPS-2019 

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Towards Self-similarity Consistency and Feature Discrimination for Unsupervised Domain Adaptation


Apr 13, 2019
Chao Chen, Zhihang Fu, Zhihong Chen, Zhaowei Cheng, Xinyu Jin, Xian-Sheng Hua

* This paper has been submitted to ACMMMM 2019 

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Double Weighted Truncated Nuclear Norm Regularization for Low-Rank Matrix Completion


Jan 07, 2019
Shengke Xue, Wenyuan Qiu, Fan Liu, Xinyu Jin


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Truncated nuclear norm regularization for low-rank tensor completion


Jan 07, 2019
Shengke Xue, Wenyuan Qiu, Fan Liu, Xinyu Jin

* arXiv admin note: substantial text overlap with arXiv:1712.00704 

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Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation


Nov 03, 2018
Chao Chen, Zhihong Chen, Boyuan Jiang, Xinyu Jin

* This paper has been accepted by AAAI-2019 

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Parameter Transfer Extreme Learning Machine based on Projective Model


Sep 14, 2018
Chao Chen, Boyuan Jiang, Xinyu Jin

* 2018 International Joint Conference on Neural Networks (IJCNN) 
* This paper was accepted as an oral paper by IJCNN 2018 

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Low-Rank Tensor Completion by Truncated Nuclear Norm Regularization


May 28, 2018
Shengke Xue, Wenyuan Qiu, Fan Liu, Xinyu Jin

* Accepted as a poster presentation at the 24th International Conference on Pattern Recognition in 20-24 August 2018, Beijing, China 

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