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UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation



Ledan Qian , Xiao Zhou , Yi Li , Zhongyi Hu


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DouFu: A Double Fusion Joint Learning Method For Driving Trajectory Representation



Han Wang , Zhou Huang , Xiao Zhou , Ganmin Yin , Yi Bao

* 11 pages, 7 figures 

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NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results



Ren Yang , Radu Timofte , Meisong Zheng , Qunliang Xing , Minglang Qiao , Mai Xu , Lai Jiang , Huaida Liu , Ying Chen , Youcheng Ben , Xiao Zhou , Chen Fu , Pei Cheng , Gang Yu , Junyi Li , Renlong Wu , Zhilu Zhang , Wei Shang , Zhengyao Lv , Yunjin Chen , Mingcai Zhou , Dongwei Ren , Kai Zhang , Wangmeng Zuo , Pavel Ostyakov , Vyal Dmitry , Shakarim Soltanayev , Chervontsev Sergey , Zhussip Magauiya , Xueyi Zou , Youliang Yan , Pablo Navarrete Michelini , Yunhua Lu , Diankai Zhang , Shaoli Liu , Si Gao , Biao Wu , Chengjian Zheng , Xiaofeng Zhang , Kaidi Lu , Ning Wang , Thuong Nguyen Canh , Thong Bach , Qing Wang , Xiaopeng Sun , Haoyu Ma , Shijie Zhao , Junlin Li , Liangbin Xie , Shuwei Shi , Yujiu Yang , Xintao Wang , Jinjin Gu , Chao Dong , Xiaodi Shi , Chunmei Nian , Dong Jiang , Jucai Lin , Zhihuai Xie , Mao Ye , Dengyan Luo , Liuhan Peng , Shengjie Chen , Xin Liu , Qian Wang , Xin Liu , Boyang Liang , Hang Dong , Yuhao Huang , Kai Chen , Xingbei Guo , Yujing Sun , Huilei Wu , Pengxu Wei , Yulin Huang , Junying Chen , Ik Hyun Lee , Sunder Ali Khowaja , Jiseok Yoon


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Neural Global Shutter: Learn to Restore Video from a Rolling Shutter Camera with Global Reset Feature



Zhixiang Wang , Xiang Ji , Jia-Bin Huang , Shin'ichi Satoh , Xiao Zhou , Yinqiang Zheng

* CVPR2022, https://github.com/lightChaserX/neural-global-shutter 

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PUTN: A Plane-fitting based Uneven Terrain Navigation Framework



Zhuozhu Jian , Zihong Lu , Xiao Zhou , Bin Lan , Anxing Xiao , Xueqian Wang , Bin Liang

* Submitted to IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2022 

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Efficient Neural Network Training via Forward and Backward Propagation Sparsification



Xiao Zhou , Weizhong Zhang , Zonghao Chen , Shizhe Diao , Tong Zhang


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Effective Sparsification of Neural Networks with Global Sparsity Constraint



Xiao Zhou , Weizhong Zhang , Hang Xu , Tong Zhang


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Tuning IR-cut Filter for Illumination-aware Spectral Reconstruction from RGB



Bo Sun , Junchi Yan , Xiao Zhou , Yinqiang Zheng

* CVPR 2021 - Oral 

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Subspace-based compressive sensing algorithm for raypath separation in a shallow-water waveguide



Longyu Jiang , Zhe Zhang , Rui Jin , Xiao Zhou , Philippe Roux


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