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Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer


Aug 04, 2021
Yifan Xu, Zhijie Zhang, Mengdan Zhang, Kekai Sheng, Ke Li, Weiming Dong, Liqing Zhang, Changsheng Xu, Xing Sun

* We propose a novel and effective design for dynamic vision transformer to achieve better computational efficiency 

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User-Guided Personalized Image Aesthetic Assessment based on Deep Reinforcement Learning


Jun 14, 2021
Pei Lv, Jianqi Fan, Xixi Nie, Weiming Dong, Xiaoheng Jiang, Bing Zhou, Mingliang Xu, Changsheng Xu

* 12 pages, 8 figures 

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StyTr^2: Unbiased Image Style Transfer with Transformers


Jun 08, 2021
Yingying Deng, Fan Tang, Xingjia Pan, Weiming Dong, Chongyang Ma, Changsheng Xu


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Towards Corruption-Agnostic Robust Domain Adaptation


Apr 21, 2021
Yifan Xu, Kekai Sheng, Weiming Dong, Baoyuan Wu, Changsheng Xu, Bao-Gang Hu

* The first literature to investigate the topic of corruption-agnostic robust domain adaptation, a new practical and challenging domain adaptation setting 

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Unveiling the Potential of Structure Preserving for Weakly Supervised Object Localization


Mar 30, 2021
Xingjia Pan, Yingguo Gao, Zhiwen Lin, Fan Tang, Weiming Dong, Haolei Yuan, Feiyue Huang, Changsheng Xu

* Accepted by CVPR2021 

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On Evolving Attention Towards Domain Adaptation


Mar 25, 2021
Kekai Sheng, Ke Li, Xiawu Zheng, Jian Liang, Weiming Dong, Feiyue Huang, Rongrong Ji, Xing Sun

* Among the first to study arbitrary domain adaptation from the perspective of network architecture design 

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Unveiling the Potential of Structure-Preserving for Weakly Supervised Object Localization


Mar 08, 2021
Xingjia Pan, Yingguo Gao, Zhiwen Lin, Fan Tang, Weiming Dong, Haolei Yuan, Feiyue Huang, Changsheng Xu


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Effective Label Propagation for Discriminative Semi-Supervised Domain Adaptation


Dec 04, 2020
Zhiyong Huang, Kekai Sheng, Weiming Dong, Xing Mei, Chongyang Ma, Feiyue Huang, Dengwen Zhou, Changsheng Xu


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Arbitrary Video Style Transfer via Multi-Channel Correlation


Sep 17, 2020
Yingying Deng, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Changsheng Xu


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Dynamic Refinement Network for Oriented and Densely Packed Object Detection


Jun 10, 2020
Xingjia Pan, Yuqiang Ren, Kekai Sheng, Weiming Dong, Haolei Yuan, Xiaowei Guo, Chongyang Ma, Changsheng Xu

* Accepted by CVPR 2020 as Oral 

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Distribution Aligned Multimodal and Multi-Domain Image Stylization


Jun 02, 2020
Minxuan Lin, Fan Tang, Weiming Dong, Xiao Li, Chongyang Ma, Changsheng Xu


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Arbitrary Style Transfer via Multi-Adaptation Network


May 27, 2020
Yingying Deng, Fan Tang, Weiming Dong, Wen Sun, Feiyue Huang, Changsheng Xu


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Multi-Attribute Guided Painting Generation


Feb 26, 2020
Minxuan Lin, Yingying Deng, Fan Tang, Weiming Dong, Changsheng Xu


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Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning


Nov 26, 2019
Kekai Sheng, Weiming Dong, Menglei Chai, Guohui Wang, Peng Zhou, Feiyue Huang, Bao-Gang Hu, Rongrong Ji, Chongyang Ma

* AAAI Conference on Artificial Intelligence, 2020, accepted 

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Incremental Concept Learning via Online Generative Memory Recall


Jul 05, 2019
Huaiyu Li, Weiming Dong, Bao-Gang Hu


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LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning


May 15, 2019
Huaiyu Li, Weiming Dong, Xing Mei, Chongyang Ma, Feiyue Huang, Bao-Gang Hu

* To appear in ICML2019 

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"Ge Shu Zhi Zhi": Towards Deep Understanding about Worlds


Dec 19, 2018
Baogang Hu, Weiming Dong

* 10 pages, 4 figures, 2 tables 

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Image Retargetability


Feb 12, 2018
Fan Tang, Weiming Dong, Yiping Meng, Chongyang Ma, Fuzhang Wu, Xinrui Li, Tong-Yee Lee

* 11 pages, 13 figures 

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Image Retargeting by Content-Aware Synthesis


Aug 21, 2014
Weiming Dong, Fuzhang Wu, Yan Kong, Xing Mei, Tong-Yee Lee, Xiaopeng Zhang


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