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NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results


May 02, 2021
Ren Yang, Radu Timofte, Jing Liu, Yi Xu, Xinjian Zhang, Minyi Zhao, Shuigeng Zhou, Kelvin C. K. Chan, Shangchen Zhou, Xiangyu Xu, Chen Change Loy, Xin Li, Fanglong Liu, He Zheng, Lielin Jiang, Qi Zhang, Dongliang He, Fu Li, Qingqing Dang, Yibin Huang, Matteo Maggioni, Zhongqian Fu, Shuai Xiao, Cheng li, Thomas Tanay, Fenglong Song, Wentao Chao, Qiang Guo, Yan Liu, Jiang Li, Xiaochao Qu, Dewang Hou, Jiayu Yang, Lyn Jiang, Di You, Zhenyu Zhang, Chong Mou, Iaroslav Koshelev, Pavel Ostyakov, Andrey Somov, Jia Hao, Xueyi Zou, Shijie Zhao, Xiaopeng Sun, Yiting Liao, Yuanzhi Zhang, Qing Wang, Gen Zhan, Mengxi Guo, Junlin Li, Ming Lu, Zhan Ma, Pablo Navarrete Michelini, Hai Wang, Yiyun Chen, Jingyu Guo, Liliang Zhang, Wenming Yang, Sijung Kim, Syehoon Oh, Yucong Wang, Minjie Cai, Wei Hao, Kangdi Shi, Liangyan Li, Jun Chen, Wei Gao, Wang Liu, Xiaoyu Zhang, Linjie Zhou, Sixin Lin, Ru Wang

* Corrected the MOS values in Table 2 

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AAformer: Auto-Aligned Transformer for Person Re-Identification


Apr 02, 2021
Kuan Zhu, Haiyun Guo, Shiliang Zhang, Yaowei Wang, Gaopan Huang, Honglin Qiao, Jing Liu, Jinqiao Wang, Ming Tang

* 11 pages 

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Scalable Visual Transformers with Hierarchical Pooling


Mar 19, 2021
Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai

* 10 pages 

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Temporal Memory Attention for Video Semantic Segmentation


Feb 17, 2021
Hao Wang, Weining Wang, Jing Liu


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LBS: Loss-aware Bit Sharing for Automatic Model Compression


Feb 15, 2021
Jing Liu, Bohan Zhuang, Peng Chen, Yong Guo, Chunhua Shen, Jianfei Cai, Mingkui Tan

* 22 pages 

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CPTR: Full Transformer Network for Image Captioning


Jan 28, 2021
Wei Liu, Sihan Chen, Longteng Guo, Xinxin Zhu, Jing Liu


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Global-Local Propagation Network for RGB-D Semantic Segmentation


Jan 26, 2021
Sihan Chen, Xinxin Zhu, Wei Liu, Xingjian He, Jing Liu


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Fast Sequence Generation with Multi-Agent Reinforcement Learning


Jan 24, 2021
Longteng Guo, Jing Liu, Xinxin Zhu, Hanqing Lu

* arXiv admin note: substantial text overlap with arXiv:2005.04690 

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ABS: Automatic Bit Sharing for Model Compression


Jan 13, 2021
Jing Liu, Bohan Zhuang, Peng Chen, Yong Guo, Chunhua Shen, Jianfei Cai, Mingkui Tan

* 17 pages 

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AutoCaption: Image Captioning with Neural Architecture Search


Dec 16, 2020
Xinxin Zhu, Weining Wang, Longteng Guo, Jing Liu


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DS-Net: Dynamic Spatiotemporal Network for Video Salient Object Detection


Dec 09, 2020
Yuting Su, Weikang Wang, Jing Liu, Peiguang Jing, Xiaokang Yang


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RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering


Oct 16, 2020
Yingqi Qu Yuchen Ding, Jing Liu, Kai Liu, Ruiyang Ren, Xin Zhao, Daxiang Dong, Hua Wu, Haifeng Wang


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Conditional Automated Channel Pruning for Deep Neural Networks


Sep 27, 2020
Yixin Liu, Yong Guo, Zichang Liu, Haohua Liu, Jingjie Zhang, Zejun Chen, Jing Liu, Jian Chen


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Robust Mean Estimation in High Dimensions via $\ell_0$ Minimization


Aug 21, 2020
Jing Liu, Aditya Deshmukh, Venugopal V. Veeravalli


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AQD: Towards Accurate Quantized Object Detection


Aug 03, 2020
Jing Liu, Bohan Zhuang, Peng Chen, Mingkui Tan, Chunhua Shen

* Code is available at https://github.com/blueardour/model-quantization 

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Not only Look, but also Listen: Learning Multimodal Violence Detection under Weak Supervision


Jul 13, 2020
Peng Wu, Jing Liu, Yujia Shi, Yujia Sun, Fangtao Shao, Zhaoyang Wu, Zhiwei Yang

* To appear in ECCV 2020 

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NROWAN-DQN: A Stable Noisy Network with Noise Reduction and Online Weight Adjustment for Exploration


Jun 19, 2020
Shuai Han, Wenbo Zhou, Jing Liu, Shuai Lü


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Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning


May 10, 2020
Longteng Guo, Jing Liu, Xinxin Zhu, Xingjian He, Jie Jiang, Hanqing Lu

* IJCAI 2020 (copyright held by IJCAI) 

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NTIRE 2020 Challenge on NonHomogeneous Dehazing


May 07, 2020
Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Jing Liu, Haiyan Wu, Yuan Xie, Yanyun Qu, Lizhuang Ma, Ziling Huang, Qili Deng, Ju-Chin Chao, Tsung-Shan Yang, Peng-Wen Chen, Po-Min Hsu, Tzu-Yi Liao, Chung-En Sun, Pei-Yuan Wu, Jeonghyeok Do, Jongmin Park, Munchurl Kim, Kareem Metwaly, Xuelu Li, Tiantong Guo, Vishal Monga, Mingzhao Yu, Venkateswararao Cherukuri, Shiue-Yuan Chuang, Tsung-Nan Lin, David Lee, Jerome Chang, Zhan-Han Wang, Yu-Bang Chang, Chang-Hong Lin, Yu Dong, Hongyu Zhou, Xiangzhen Kong, Sourya Dipta Das, Saikat Dutta, Xuan Zhao, Bing Ouyang, Dennis Estrada, Meiqi Wang, Tianqi Su, Siyi Chen, Bangyong Sun, Vincent Whannou de Dravo, Zhe Yu, Pratik Narang, Aryan Mehra, Navaneeth Raghunath, Murari Mandal

* CVPR Workshops Proceedings 2020 

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NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results


May 06, 2020
Dario Fuoli, Zhiwu Huang, Martin Danelljan, Radu Timofte, Hua Wang, Longcun Jin, Dewei Su, Jing Liu, Jaehoon Lee, Michal Kudelski, Lukasz Bala, Dmitry Hrybov, Marcin Mozejko, Muchen Li, Siyao Li, Bo Pang, Cewu Lu, Chao Li, Dongliang He, Fu Li, Shilei Wen

* The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 

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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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DuReaderrobust: A Chinese Dataset Towards Evaluating the Robustness of Machine Reading Comprehension Models


Apr 23, 2020
Hongxuan Tang, Jing Liu, Hongyu Li, Yu Hong, Hua Wu, Haifeng Wang


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Gumbel-softmax-based Optimization: A Simple General Framework for Optimization Problems on Graphs


Apr 14, 2020
Yaoxin Li, Jing Liu, Guozheng Lin, Yueyuan Hou, Muyun Mou, Jiang Zhang

* arXiv admin note: text overlap with arXiv:1909.07018 

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Normalized and Geometry-Aware Self-Attention Network for Image Captioning


Mar 19, 2020
Longteng Guo, Jing Liu, Xinxin Zhu, Peng Yao, Shichen Lu, Hanqing Lu

* Accepted by CVPR 2020 

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