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DnSwin: Toward Real-World Denoising via Continuous Wavelet Sliding-Transformer


Jul 28, 2022
Hao Li , Zhijing Yang , Xiaobin Hong , Ziying Zhao , Junyang Chen , Yukai Shi , Jinshan Pan

* DnSwin, a continuous Wavelet Sliding-Transformer, builds frequency correspondence under real-world scenes for image denoising 

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Criteria Comparative Learning for Real-scene Image Super-Resolution


Jul 26, 2022
Yukai Shi , Hao Li , Sen Zhang , Zhijing Yang , Xiao Wang

* To address the generalization on out-of-distribution (OOD) data, we also built a new RealSR-Zero dataset for an interesting OOD evaluation. Project address: https://github.com/House-Leo/RealSR-Zero 

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Real-World Image Super-Resolution by Exclusionary Dual-Learning


Jun 06, 2022
Hao Li , Jinghui Qin , Zhijing Yang , Pengxu Wei , Jinshan Pan , Liang Lin , Yukai Shi

* IEEE TMM 2022; Considering large volume of RealSR datasets, a multi-dataset sampling scheme is developed 

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Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels


May 23, 2022
Tianshui Chen , Tao Pu , Lingbo Liu , Yukai Shi , Zhijing Yang , Liang Lin

* Technical Report. arXiv admin note: text overlap with arXiv:2112.10941 

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NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results


May 11, 2022
Yawei Li , Kai Zhang , Radu Timofte , Luc Van Gool , Fangyuan Kong , Mingxi Li , Songwei Liu , Zongcai Du , Ding Liu , Chenhui Zhou , Jingyi Chen , Qingrui Han , Zheyuan Li , Yingqi Liu , Xiangyu Chen , Haoming Cai , Yu Qiao , Chao Dong , Long Sun , Jinshan Pan , Yi Zhu , Zhikai Zong , Xiaoxiao Liu , Zheng Hui , Tao Yang , Peiran Ren , Xuansong Xie , Xian-Sheng Hua , Yanbo Wang , Xiaozhong Ji , Chuming Lin , Donghao Luo , Ying Tai , Chengjie Wang , Zhizhong Zhang , Yuan Xie , Shen Cheng , Ziwei Luo , Lei Yu , Zhihong Wen , Qi Wu1 , Youwei Li , Haoqiang Fan , Jian Sun , Shuaicheng Liu , Yuanfei Huang , Meiguang Jin , Hua Huang , Jing Liu , Xinjian Zhang , Yan Wang , Lingshun Long , Gen Li , Yuanfan Zhang , Zuowei Cao , Lei Sun , Panaetov Alexander , Yucong Wang , Minjie Cai , Li Wang , Lu Tian , Zheyuan Wang , Hongbing Ma , Jie Liu , Chao Chen , Yidong Cai , Jie Tang , Gangshan Wu , Weiran Wang , Shirui Huang , Honglei Lu , Huan Liu , Keyan Wang , Jun Chen , Shi Chen , Yuchun Miao , Zimo Huang , Lefei Zhang , Mustafa Ayazoğlu , Wei Xiong , Chengyi Xiong , Fei Wang , Hao Li , Ruimian Wen , Zhijing Yang , Wenbin Zou , Weixin Zheng , Tian Ye , Yuncheng Zhang , Xiangzhen Kong , Aditya Arora , Syed Waqas Zamir , Salman Khan , Munawar Hayat , Fahad Shahbaz Khan , Dandan Gaoand Dengwen Zhouand Qian Ning , Jingzhu Tang , Han Huang , Yufei Wang , Zhangheng Peng , Haobo Li , Wenxue Guan , Shenghua Gong , Xin Li , Jun Liu , Wanjun Wang , Dengwen Zhou , Kun Zeng , Hanjiang Lin , Xinyu Chen , Jinsheng Fang

* Validation code of the baseline model is available at https://github.com/ofsoundof/IMDN. Validation of all submitted models is available at https://github.com/ofsoundof/NTIRE2022_ESR 

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AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results


Sep 25, 2020
Pengxu Wei , Hannan Lu , Radu Timofte , Liang Lin , Wangmeng Zuo , Zhihong Pan , Baopu Li , Teng Xi , Yanwen Fan , Gang Zhang , Jingtuo Liu , Junyu Han , Errui Ding , Tangxin Xie , Liang Cao , Yan Zou , Yi Shen , Jialiang Zhang , Yu Jia , Kaihua Cheng , Chenhuan Wu , Yue Lin , Cen Liu , Yunbo Peng , Xueyi Zou , Zhipeng Luo , Yuehan Yao , Zhenyu Xu , Syed Waqas Zamir , Aditya Arora , Salman Khan , Munawar Hayat , Fahad Shahbaz Khan , Keon-Hee Ahn , Jun-Hyuk Kim , Jun-Ho Choi , Jong-Seok Lee , Tongtong Zhao , Shanshan Zhao , Yoseob Han , Byung-Hoon Kim , JaeHyun Baek , Haoning Wu , Dejia Xu , Bo Zhou , Wei Guan , Xiaobo Li , Chen Ye , Hao Li , Haoyu Zhong , Yukai Shi , Zhijing Yang , Xiaojun Yang , Haoyu Zhong , Xin Li , Xin Jin , Yaojun Wu , Yingxue Pang , Sen Liu , Zhi-Song Liu , Li-Wen Wang , Chu-Tak Li , Marie-Paule Cani , Wan-Chi Siu , Yuanbo Zhou , Rao Muhammad Umer , Christian Micheloni , Xiaofeng Cong , Rajat Gupta , Keon-Hee Ahn , Jun-Hyuk Kim , Jun-Ho Choi , Jong-Seok Lee , Feras Almasri , Thomas Vandamme , Olivier Debeir

* European Conference on Computer Vision Workshops, 2020 

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Unsupervised Multi-view Clustering by Squeezing Hybrid Knowledge from Cross View and Each View


Aug 23, 2020
Junpeng Tan , Yukai Shi , Zhijing Yang , Caizhen Wen , Liang Lin


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NTIRE 2020 Challenge on Perceptual Extreme Super-Resolution: Methods and Results


May 03, 2020
Kai Zhang , Shuhang Gu , Radu Timofte , Taizhang Shang , Qiuju Dai , Shengchen Zhu , Tong Yang , Yandong Guo , Younghyun Jo , Sejong Yang , Seon Joo Kim , Lin Zha , Jiande Jiang , Xinbo Gao , Wen Lu , Jing Liu , Kwangjin Yoon , Taegyun Jeon , Kazutoshi Akita , Takeru Ooba , Norimichi Ukita , Zhipeng Luo , Yuehan Yao , Zhenyu Xu , Dongliang He , Wenhao Wu , Yukang Ding , Chao Li , Fu Li , Shilei Wen , Jianwei Li , Fuzhi Yang , Huan Yang , Jianlong Fu , Byung-Hoon Kim , JaeHyun Baek , Jong Chul Ye , Yuchen Fan , Thomas S. Huang , Junyeop Lee , Bokyeung Lee , Jungki Min , Gwantae Kim , Kanghyu Lee , Jaihyun Park , Mykola Mykhailych , Haoyu Zhong , Yukai Shi , Xiaojun Yang , Zhijing Yang , Liang Lin , Tongtong Zhao , Jinjia Peng , Huibing Wang , Zhi Jin , Jiahao Wu , Yifu Chen , Chenming Shang , Huanrong Zhang , Jeongki Min , Hrishikesh P S , Densen Puthussery , Jiji C V

* CVPRW 2020 

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DDet: Dual-path Dynamic Enhancement Network for Real-World Image Super-Resolution


Feb 25, 2020
Yukai Shi , Haoyu Zhong , Zhijing Yang , Xiaojun Yang , Liang Lin

* Code address: https://github.com/ykshi/DDet 

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POP-CNN: Predicting Odor's Pleasantness with Convolutional Neural Network


Mar 19, 2019
Danli Wu , Yu Cheng , Dehan Luo , Kin-Yeung Wong , Kevin Hung , Zhijing Yang


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