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Zheng Zhang

Programmer&Researcher

Short Bio

Zheng Zhang is currently a researcher in Microsoft Research Asia. He received the B.S. degree and the M.S. degree from Huazhong University of Science and Technology(HUST) in 2013 and 2016 respectively, under the supervision of Prof. Xiang Bai. His current research focus is on deep learning for computer vision, and closely collaborated with Han Hu, Yue Cao and Steve Lin.

Please drop me an email if you are interested in internship to computer vision or deep learning.

E-mail: zhez [at] microsoft [dot] com, macaroniz1990 [at] gmail [dot] com

Publications

(†Interns or Students, *Equal Contribution)

Parametric Instance Classification for Unsupervised Visual Feature Learning
Yue Cao*, Zhenda Xie*†, Bin Liu*†, Yutong Lin†, Zheng Zhang, Han Hu, Arxiv, 2020, [PDF]

Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation
Zhenda Xie*†, Zheng Zhang*, Xizhou Zhu*†, Gao Huang, Stephen Lin, Europe Conference on Computer Vision(ECCV), 2020, Oral, [PDF]

A Closer Look at Local Aggregation Operators in Point Cloud Analysis
Ze Liu*†, Han Hu*, Yue Cao, Zheng Zhang, Xin Tong, Europe Conference on Computer Vision(ECCV), 2020, [PDF][Code]

Disentangled Non-Local Neural Networks
Minghao Yin*†, Zhuliang Yao*†, Yue Cao, Xiu Li, Zheng Zhang, Steve Lin, Han Hu, Europe Conference on Computer Vision(ECCV), 2020, [PDF]

Dense RepPoints: Representing Visual Objects With Dense Point Sets
Ze Yang*†, Yinghao Xu*†, Han Xue*†, Zheng Zhang, Raquel Urtasun, Liwei Wang, Stephen Lin, Han Hu, Europe Conference on Computer Vision(ECCV), 2020, [PDF][Code]

Negative Margin Matters: Understanding Margin in Few-shot Classification
Bin Liu†, Yue Cao, Yutong Lin†, Qi Li†, Zheng Zhang, Mingsheng Long, Han Hu, Europe Conference on Computer Vision(ECCV), 2020, Spotlight, [PDF][Code]

Local Relation Networks For Image Recognition
Han Hu, Zheng Zhang, Zhenda Xie, Stephen Lin, IEEE International Conference on Computer Vision(ICCV), 2019, [PDF]

Spatial-Temporal Relation Networks For Multi-Object Tracking
Jiarui Xu†, Yue Cao†, Zheng Zhang, Han Hu, IEEE International Conference on Computer Vision(ICCV), 2019, [PDF]

An Empirical Study Of Spatial Attention Mechanisms In Deep Networks
Xizhou Zhu*†, Dazhi Cheng*†, Zheng Zhang*, Stephen Lin, Jifeng Dai, IEEE International Conference on Computer Vision(ICCV), 2019, [PDF][Code]

Integrated Object Detection And Tracking With Tracklet-Conditioned Detection
Zheng Zhang*, Dazhi Cheng*†, Xizhou Zhu*†, Stephen Lin, Jifeng Dai, Arxiv, 2018, [PDF]

Relation networks for object detection
Han Hu*, Jiayuan Gu*†, Zheng Zhang*, Jifeng Dai, Yichen Wei, IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2018, Oral, [PDF][Code]

Deformable Convolutional Networks–COCO Detection And Segmentation Challenge 2017 Entry
Haozhi Qi†, Zheng Zhang, Bin Xiao, Han Hu, Bowen Cheng, Yichen Wei, Jifeng Dai, ICCV COCO Challenge Workshop(ICCV Workshop), 2017

Symmetry-Based Object Proposal For Text Detection
Xuelei Zhang, Zheng Zhang, Chengquan Zhang, Xiang Bai, International Conference on Pattern Recognition(ICPR), 2016

Multi-Oriented Text Detection With Fully Convolutional Networks
Zheng Zhang*, Chengquan Zhang*, Wei Shen, Cong Yao, Wenyu Liu, Xiang Bai, IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2016, [PDF][Code]

Symmetry-Based Text Line Detection In Natural Scenes
Zheng Zhang, Wei Shen, Cong Yao, Xiang Bai, IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2015, [PDF][Code]

Awards

3rd in COCO Object Detection Competition and 4th in COCO Instance Segmentation Competition, 2017
National Scholarship, Huazhong University of Science and Technology, 2015
ACM ICPC Regional Gold Medal, Changsha, 2013
Excellent Internship Award, Microsoft Research Asia, 2013
Imagine Cup(China) Second Price, 2012