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A two-stage full-band speech enhancement model with effective spectral compression mapping



Zhongshu Hou , Qinwen Hu , Kai Chen , Jing Lu


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A Novel Multi-Agent Scheduling Mechanism for Adaptation of Production Plans in Case of Supply Chain Disruptions



Jing Tan , Lars Braubach , Kai Jander , Rongjun Xu , Kai Chen


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What Are Expected Queries in End-to-End Object Detection?



Shilong Zhang , Xinjiang Wang , Jiaqi Wang , Jiangmiao Pang , Kai Chen

* The source code is publicly available at https://github.com/jshilong/DDQ 

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Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing



Zhili Liu , Jianhua Han , Lanqing Hong , Hang Xu , Kai Chen , Chunjing Xu , Zhenguo Li


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PYSKL: Towards Good Practices for Skeleton Action Recognition



Haodong Duan , Jiaqi Wang , Kai Chen , Dahua Lin

* Tech Report 

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Group R-CNN for Weakly Semi-supervised Object Detection with Points



Shilong Zhang , Zhuoran Yu , Liyang Liu , Xinjiang Wang , Aojun Zhou , Kai Chen

* Accepted to CVPR2022. Code has been released at https://github.com/jshilong/GroupRCNN 

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TransRank: Self-supervised Video Representation Learning via Ranking-based Transformation Recognition



Haodong Duan , Nanxuan Zhao , Kai Chen , Dahua Lin

* CVPR 2022 Oral 

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MMRotate: A Rotated Object Detection Benchmark using Pytorch



Yue Zhou , Xue Yang , Gefan Zhang , Jiabao Wang , Yanyi Liu , Liping Hou , Xue Jiang , Xingzhao Liu , Junchi Yan , Chengqi Lyu , Wenwei Zhang , Kai Chen

* 5 pages, 2 tables, MMRotate is publicly released at https://github.com/open-mmlab/mmrotate 

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ROMA: Cross-Domain Region Similarity Matching for Unpaired Nighttime Infrared to Daytime Visible Video Translation



Zhenjie Yu , Kai Chen , Shuang Li , Bingfeng Han , Chi Harold Liu , Shuigen Wang


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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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