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Learning to Learn a Cold-start Sequential Recommender


Oct 18, 2021
Xiaowen Huang, Jitao Sang, Jian Yu, Changsheng Xu


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Contrastive Proposal Extension with LSTM Network for Weakly Supervised Object Detection


Oct 16, 2021
Pei Lv, Suqi Hu, Tianran Hao, Haohan Ji, Lisha Cui, Haoyi Fan, Mingliang Xu, Changsheng Xu


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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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DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering


Jul 10, 2021
Jianyu Wang, Bing-Kun Bao, Changsheng Xu

* IEEE Transactions on Multimedia 2021 
* 12 pages, 12 figures 

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ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning


Jun 16, 2021
Chaofan Chen, Xiaoshan Yang, Changsheng Xu, Xuhui Huang, Zhe Ma

* Accepted by CVPR2021 

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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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Health Status Prediction with Local-Global Heterogeneous Behavior Graph


Mar 23, 2021
Xuan Ma, Xiaoshan Yang, Junyu Gao, Changsheng Xu


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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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Efficient Graph Deep Learning in TensorFlow with tf_geometric


Jan 27, 2021
Jun Hu, Shengsheng Qian, Quan Fang, Youze Wang, Quan Zhao, Huaiwen Zhang, Changsheng Xu

* 7 pages, 5 figures 

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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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MMCGAN: Generative Adversarial Network with Explicit Manifold Prior


Jun 18, 2020
Guanhua Zheng, Jitao Sang, 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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Attribute-Induced Bias Eliminating for Transductive Zero-Shot Learning


May 31, 2020
Hantao Yao, Shaobo Min, Yongdong Zhang, Changsheng Xu


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Joint Person Objectness and Repulsion for Person Search


May 30, 2020
Hantao Yao, 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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Adaptive Adversarial Logits Pairing


May 25, 2020
Shangxi Wu, Jitao Sang, Kaiyuan Xu, Guanhua Zheng, 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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A Generalization Theory based on Independent and Task-Identically Distributed Assumption


Nov 28, 2019
Guanhua Zheng, Jitao Sang, Houqiang Li, Jian Yu, Changsheng Xu

* 14 pages, 8 figures 

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Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data


Nov 28, 2019
Yi Huang, Xiaoshan Yang, Changsheng Xu

* PRICAI-2019 

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Adversarial Multimodal Network for Movie Question Answering


Jun 24, 2019
Zhaoquan Yuan, Siyuan Sun, Lixin Duan, Xiao Wu, Changsheng Xu


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Exploring Feature Representation and Training strategies in Temporal Action Localization


May 29, 2019
Tingting Xie, Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Ioannis Patras

* ICIP19 Camera Ready 

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Depth Information Guided Crowd Counting for Complex Crowd Scenes


Apr 23, 2018
Mingliang Xu, Zhaoyang Ge, Xiaoheng Jiang, Gaoge Cui, Pei Lv, Bing Zhou, Changsheng Xu

* 9 pages, 8 figures. The paper is under consideration at Pattern Recognition Letters 

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