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VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results


Jul 19, 2021
Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Ali Al-Ali, Amr Mohamed, Bakour Imene, Bin Dong, Binyu Zhang, Bouchali Hadia Nesma, Chenfeng Xu, Chenzhen Duan, Ciro Castiello, Corrado Mencar, Dingkang Liang, Florian Krüger, Gennaro Vessio, Giovanna Castellano, Jieru Wang, Junyu Gao, Khalid Abualsaud, Laihui Ding, Lei Zhao, Marco Cianciotta, Muhammad Saqib, Noor Almaadeed, Omar Elharrouss, Pei Lyu, Qi Wang, Shidong Liu, Shuang Qiu, Siyang Pan, Somaya Al-Maadeed, Sultan Daud Khan, Tamer Khattab, Tao Han, Thomas Golda, Wei Xu, Xiang Bai, Xiaoqing Xu, Xuelong Li, Yanyun Zhao, Ye Tian, Yingnan Lin, Yongchao Xu, Yuehan Yao, Zhenyu Xu, Zhijian Zhao, Zhipeng Luo, Zhiwei Wei, Zhiyuan Zhao

* European Conference on Computer Vision. Springer, Cham, 2020: 675-691 
* The method description of A7 Mutil-Scale Aware based SFANet (M-SFANet) is updated and missing references are added 

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SOLQ: Segmenting Objects by Learning Queries


Jun 09, 2021
Bin Dong, Fangao Zeng, Tiancai Wang, Xiangyu Zhang, Yichen Wei

* Tech Report.Code is available at https://github.com/megvii-research/SOLQ 

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MOTR: End-to-End Multiple-Object Tracking with TRansformer


May 07, 2021
Fangao Zeng, Bin Dong, Tiancai Wang, Cheng Chen, Xiangyu Zhang, Yichen Wei

* Tech Report. Code is available at https://github.com/megvii-model/MOTR 

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Generalizable Limited-Angle CT Reconstruction via Sinogram Extrapolation


Mar 15, 2021
Ce Wang, Haimiao Zhang, Qian Li, Kun Shang, Yuanyuan Lyu, Bin Dong, S. Kevin. Zhou


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Feature Space Singularity for Out-of-Distribution Detection


Dec 16, 2020
Haiwen Huang, Zhihan Li, Lulu Wang, Sishuo Chen, Bin Dong, Xinyu Zhou

* 10 pages, 7 figures 

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Deep Interactive Denoiser (DID) for X-Ray Computed Tomography


Dec 06, 2020
Ti Bai, Biling Wang, Dan Nguyen, Bao Wang, Bin Dong, Wenxiang Cong, Mannudeep K. Kalra, Steve Jiang

* under review 

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Penalty and Augmented Lagrangian Methods for Layer-parallel Training of Residual Networks


Sep 03, 2020
Qi Sun, Hexing Dong, Zewei Chen, Weizhen Dian, Jiacheng Sun, Yitong Sun, Zhenguo Li, Bin Dong


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Transferred Discrepancy: Quantifying the Difference Between Representations


Jul 24, 2020
Yunzhen Feng, Runtian Zhai, Di He, Liwei Wang, Bin Dong

* 23 pages, 3 figures 

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Learning to Scan: A Deep Reinforcement Learning Approach for Personalized Scanning in CT Imaging


Jun 16, 2020
Ziju Shen, Yufei Wang, Dufan Wu, Xu Yang, Bin Dong


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Enhancing Certified Robustness of Smoothed Classifiers via Weighted Model Ensembling


Jun 08, 2020
Chizhou Liu, Yunzhen Feng, Ranran Wang, Bin Dong

* 22 pages, 8 figures 

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RODE-Net: Learning Ordinary Differential Equations with Randomness from Data


Jun 03, 2020
Junyu Liu, Zichao Long, Ranran Wang, Jie Sun, Bin Dong

* 11 pages, 6 figures, 3 tables 

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MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction


May 30, 2020
Haimiao Zhang, Baodong Liu, Hengyong Yu, Bin Dong

* 10 pages 

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Blind Adversarial Training: Balance Accuracy and Robustness


Apr 10, 2020
Haidong Xie, Xueshuang Xiang, Naijin Liu, Bin Dong


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Distillation $\approx$ Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network


Oct 02, 2019
Bin Dong, Jikai Hou, Yiping Lu, Zhihua Zhang

* Accepted by NeurIPS 2019 Workshop on Machine Learning with Guarantees. Submitted to other places 

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Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images


Jul 26, 2019
Fei Yu, Jie Zhao, Yanjun Gong, Zhi Wang, Yuxi Li, Fan Yang, Bin Dong, Quanzheng Li, Li Zhang

* Accepted at MICCAI 2019 

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A Review on Deep Learning in Medical Image Reconstruction


Jun 23, 2019
Haimiao Zhang, Bin Dong

* 31 pages, 6 figures. Survey paper 

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Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning


Jun 11, 2019
Yufei Wang, Ziju Shen, Zichao Long, Bin Dong

* submitted to NeurIPS 2019 

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Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View


Jun 06, 2019
Yiping Lu, Zhuohan Li, Di He, Zhiqing Sun, Bin Dong, Tao Qin, Liwei Wang, Tie-Yan Liu


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NPTC-net: Narrow-Band Parallel Transport Convolutional Neural Network on Point Clouds


May 29, 2019
Pengfei Jin, Tianhao Lai, Rongjie Lai, Bin Dong

* 10 pages, 4 figures 

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You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle


May 23, 2019
Dinghuai Zhang, Tianyuan Zhang, Yiping Lu, Zhanxing Zhu, Bin Dong


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CURE: Curvature Regularization For Missing Data Recovery


Jan 28, 2019
Bin Dong, Haocheng Ju, Yiping Lu, Zuoqiang Shi

* 16 pages, 7 figures, 3 tables 

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JSR-Net: A Deep Network for Joint Spatial-Radon Domain CT Reconstruction from incomplete data


Dec 03, 2018
Haimiao Zhang, Bin Dong, Baodong Liu

* 4 pages 

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