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Image-to-Video Generation via 3D Facial Dynamics



Xiaoguang Tu , Yingtian Zou , Jian Zhao , Wenjie Ai , Jian Dong , Yuan Yao , Zhikang Wang , Guodong Guo , Zhifeng Li , Wei Liu , Jiashi Feng


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Joint Face Image Restoration and Frontalization for Recognition



Xiaoguang Tu , Jian Zhao , Qiankun Liu , Wenjie Ai , Guodong Guo , Zhifeng Li , Wei Liu , Jiashi Feng

* 14 pages, 9 figures 

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Single Image Super-Resolution via Residual Neuron Attention Networks



Wenjie Ai , Xiaoguang Tu , Shilei Cheng , Mei Xie

* 6 pages, 4 figures, Accepted by IEEE ICIP 2020 

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What's the relationship between CNNs and communication systems?



Hao Ge , Xiaoguang Tu , Yanxiang Gong , Mei Xie , Zheng Ma

* Deep learning, adversarial example, interpretability 

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Defending from adversarial examples with a two-stream architecture



Hao Ge , Xiaoguang Tu , Mei Xie , Zheng Ma

* 10 pages, 5 figures 

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Cross-Resolution Face Recognition via Prior-Aided Face Hallucination and Residual Knowledge Distillation



Hanyang Kong , Jian Zhao , Xiaoguang Tu , Junliang Xing , Shengmei Shen , Jiashi Feng

* 10 pages, 4 figures 

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Learning Robust 3D Face Reconstruction and Discriminative Identity Representation



Yao Luo , Xiaoguang Tu , Mei Xie

* 5 pages, 6 figures, IEEE International Conference on Information Communication and Signal Processing 

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Multi-Prototype Networks for Unconstrained Set-based Face Recognition



Jian Zhao , Jianshu Li , Xiaoguang Tu , Fang Zhao , Yuan Xin , Junliang Xing , Hengzhu Liu , Shuicheng Yan , Jiashi Feng


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Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning



Xiaoguang Tu , Jian Zhao , Zihang Jiang , Yao Luo , Mei Xie , Yang Zhao , Linxiao He , Zheng Ma , Jiashi Feng

* 10 pages, 7figures, 3 tables 

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