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Error-free approximation of explicit linear MPC through lattice piecewise affine expression


Oct 01, 2021
Jun Xu


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Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm


Aug 12, 2021
Lin Bo, Liang Pang, Gang Wang, Jun Xu, XiuQiang He, Ji-Rong Wen


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NLHD: A Pixel-Level Non-Local Retinex Model for Low-Light Image Enhancement


Jun 15, 2021
Hao Hou, Yingkun Hou, Yuxuan Shi, Benzheng Wei, Jun Xu

* 14 pages, 11 figures 

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A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech


Jun 07, 2021
Jingxuan Yang, Kerui Xu, Jun Xu, Si Li, Sheng Gao, Jun Guo, Nianwen Xue, Ji-Rong Wen

* Accepted by ACL2021 

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MetaKernel: Learning Variational Random Features with Limited Labels


May 08, 2021
Yingjun Du, Haoliang Sun, Xiantong Zhen, Jun Xu, Yilong Yin, Ling Shao, Cees G. M. Snoek

* 19 pages,7 figures. arXiv admin note: substantial text overlap with arXiv:2006.06707 

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Temporal Modulation Network for Controllable Space-Time Video Super-Resolution


Apr 30, 2021
Gang Xu, Jun Xu, Zhen Li, Liang Wang, Xing Sun, Ming-Ming Cheng

* This paper is accepted at IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021 

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Privacy-preserving Channel Estimation in Cell-free Hybrid Massive MIMO Systems


Jan 26, 2021
Jun Xu, Xiaodong Wang, Pengcheng Zhu, Xiaohu You

* 30pages, 10figures 

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Discovering Dialog Structure Graph for Open-Domain Dialog Generation


Dec 31, 2020
Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu


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MobileSal: Extremely Efficient RGB-D Salient Object Detection


Dec 24, 2020
Yu-Huan Wu, Yun Liu, Jun Xu, Jia-Wang Bian, Yuchao Gu, Ming-Ming Cheng


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Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains


Oct 17, 2020
Weijie Yu, Chen Xu, Jun Xu, Liang Pang, Xiaopeng Gao, Xiaozhao Wang, Ji-Rong Wen

* accepted as long paper by EMNLP 2020 

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Transformer-GCRF: Recovering Chinese Dropped Pronouns with General Conditional Random Fields


Oct 07, 2020
Jingxuan Yang, Kerui Xu, Jun Xu, Si Li, Sheng Gao, Jun Guo, Ji-Rong Wen, Nianwen Xue

* Accept as EMNLP-findings 2020 

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Pre-training for Video Captioning Challenge 2020 Summary


Jul 27, 2020
Yingwei Pan, Jun Xu, Yehao Li, Ting Yao, Tao Mei


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Variance Reduction for Deep Q-Learning using Stochastic Recursive Gradient


Jul 25, 2020
Haonan Jia, Xiao Zhang, Jun Xu, Wei Zeng, Hao Jiang, Xiaohui Yan, Ji-Rong Wen

* 8 pages, 3 figures 

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Learning to Learn with Variational Information Bottleneck for Domain Generalization


Jul 15, 2020
Yingjun Du, Jun Xu, Huan Xiong, Qiang Qiu, Xiantong Zhen, Cees G. M. Snoek, Ling Shao

* 15 pages, 4 figures, ECCV2020 

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Auto-captions on GIF: A Large-scale Video-sentence Dataset for Vision-language Pre-training


Jul 05, 2020
Yingwei Pan, Yehao Li, Jianjie Luo, Jun Xu, Ting Yao, Tao Mei

* The Auto-captions on GIF dataset is available at \url{http://www.auto-video-captions.top/2020/dataset

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Interactive Knowledge Distillation


Jul 03, 2020
Shipeng Fu, Zhen Li, Jun Xu, Ming-Ming Cheng, Gwanggil Jeon, Xiaomin Yang


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Learning to Learn Kernels with Variational Random Features


Jun 11, 2020
Xiantong Zhen, Haoliang Sun, Yingjun Du, Jun Xu, Yilong Yin, Ling Shao, Cees Snoek

* ICML'2020; code is available in: https://github.com/Yingjun-Du/MetaVRF 

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Conditional Variational Image Deraining


May 08, 2020
Ying-Jun Du, Jun Xu, Xian-Tong Zhen, Ming-Ming Cheng, Ling Shao

* 14pages, 11 figures, 5 tables, newly accepted by TIP 

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Bilateral Attention Network for RGB-D Salient Object Detection


Apr 30, 2020
Zhao Zhang, Zheng Lin, Jun Xu, Wenda Jin, Shao-Ping Lu, Deng-Ping Fan


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Gradient-Induced Co-Saliency Detection


Apr 28, 2020
Zhao Zhang, Wenda Jin, Jun Xu, Ming-Ming Cheng


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JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation


Apr 15, 2020
Yu-Huan Wu, Shang-Hua Gao, Jie Mei, Jun Xu, Deng-Ping Fan, Chao-Wei Zhao, Ming-Ming Cheng

* 11 pages, 10 figures 

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Deep Hough Transform for Semantic Line Detection


Mar 10, 2020
Qi Han, Kai Zhao, Jun Xu, Mingg-Ming Cheng

* https://github.com/Hanqer/deep-hough-transform 

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RANet: Ranking Attention Network for Fast Video Object Segmentation


Sep 08, 2019
Ziqin Wang, Jun Xu, Li Liu, Fan Zhu, Ling Shao

* Accepted by ICCV 2019. 10 pages, 7 figures, 6 tables. The supplementary file can be found at https://csjunxu.github.io/paper/2019ICCV/RANet_supp.pdf ; Code is available at https://github.com/Storife/RANet 

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Non-negative Sparse and Collaborative Representation for Pattern Classification


Aug 29, 2019
Jun Xu, Zhou Xu, Wangpeng An, Haoqian Wang, David Zhang

* 26 pages, 11 tables, 3 figures. arXiv admin note: text overlap with arXiv:1806.04329 

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HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning


Aug 14, 2019
Shiyang Yan, Jun Xu, Yuai Liu, Lin Xu

* 10 pages, 5 figures, published in IJCAI19 

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