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Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction



Jun Chen , Ming Hu , Boyang Li , Mohamed Elhoseiny


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



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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FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech Enhancement



Jun Chen , Zilin Wang , Deyi Tuo , Zhiyong Wu , Shiyin Kang , Helen Meng

* Accepted by ICASSP 2022 

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A Unified Framework for Campaign Performance Forecasting in Online Display Advertising



Jun Chen , Cheng Chen , Huayue Zhang , Qing Tan


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An Analysis of Complex-Valued CNNs for RF Data-Driven Wireless Device Classification



Jun Chen , Weng-Keen Wong , Bechir Hamdaoui , Abdurrahman Elmaghbub , Kathiravetpillai Sivanesan , Richard Dorrance , Lily L. Yang

* 7 pages, 9 figures, accepted by 2022 IEEE International Conference on Communications (ICC) 

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CommerceMM: Large-Scale Commerce MultiModal Representation Learning with Omni Retrieval



Licheng Yu , Jun Chen , Animesh Sinha , Mengjiao MJ Wang , Hugo Chen , Tamara L. Berg , Ning Zhang

* 10 pages, 7 figures. Commerce Multimodal Model towards Real Applications at Facebook 

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Dynamically Stable Poincaré Embeddings for Neural Manifolds



Jun Chen , Yuang Liu , Xiangrui Zhao , Yong Liu


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Video Frame Interpolation Transformer



Zhihao Shi , Xiangyu Xu , Xiaohong Liu , Jun Chen , Ming-Hsuan Yang


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Thoughts on the Consistency between Ricci Flow and Neural Network Behavior



Jun Chen , Tianxin Huang , Wenzhou Chen , Yong Liu


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Pseudo Supervised Monocular Depth Estimation with Teacher-Student Network



Huan Liu , Junsong Yuan , Chen Wang , Jun Chen


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