Jianping Shi |
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Biography
Currently I am an Executive Research Director at SenseTime. My goal is to find solution to real world problem using computer vision techniques. Currently, I lead the autonomous driving R&D team in SenseTime. We are developing fundamental algorithms and practical system for autonomous driving including perception, localization, mapping, decision and planning, control, etc.
I got my Ph.D. degree in Computer Science and Engineering Department in the Chinese University of Hong Kong in 2015. My supervisor is Prof. Jiaya Jia. Before that, I received the B. Eng degree from Computer Science and Technology Department in Zhejiang University in 2011, under the supervision of Prof. Zhihua Zhang.
I am recruiting self-motivated interns / full-time researchers and developers in computer vision, deep learning, and most importantly, autonomous driving system. If you are interested in, please directly send your CV to my email.
News
- Area Chair for CVPR 2020.
- 5 papers are accepted by ICCV2019.
- 6 papers with 1 oral are accepted by CVPR2019.
- Area Chair for ICCV 2019.
- Listed as Innovators Under 35 China by “MIT Technology Review”.
- 1 papers has been accepted by AAAI2019!
- COCO 2018 Object Detection Challenge winner! Codebased mmdetection is released!
- 3 papers has been accepted by NIPS2018!
- 7 papers has been accepted by ECCV2018!
- 2 challenge winners at CVPR2018 workshop!
- 1 papers has been accepted by ACMMM!
- 5 papers has been accepted by CVPR2018, with 1 oral and 2 spotlight papers!
Competitions
- No. 1 of COCO 2018 Object Detection Challenge, team lead by Kai Chen and Jiangmiao Pang
- No. 1 of WAD 2018 Challenge in Drivable Area, team lead by Xingang Pan and Hengshuang Zhao
- No. 1 of DeepGlobe 2018 Land Cover Classification Challenge 2018, team lead by Chao Tian
- No. 1 of COCO 2017 Detection Challenge in Instance Segmentation track 2017, team lead by Shu Liu | slides
- No. 2 of COCO 2017 Detection Challenge in Object Detection track 2017, team lead by Shu Liu
- No. 1 of LSUN'17 Instance Segmentation Challenge, 2017, team lead by Shu Liu
- No. 1 of LSUN'17 Semantic Segmentation Challenge, 2017, team lead by Yi Zhang
- No. 1 of Tusimple Lane Detection Challenge 2017, by Xingang Pan.
- No. 1 in DAVIS Challenge on Video Object Segmentation, 2017, lead by Xiaoxiao Li
- No. 1 in ImageNet Scene Parsing Challenge 2016, team lead by Hengshuang Zhao
Selected Publications [My Google Scholar]
For the full publication, please refer to my Full publication list- Robust Multi-Modality Multi-Object Tracking, Wenwei Zhang, Hui Zhou, Shuyang Sun, Zhe Wang, Jianping Shi, Chen Change Loy. International Conference on Computer Vision (ICCV), 2019
- Switchable Whitening for Deep Representation Learning, Xingang Pan, Xiaohang Zhan, Jianping Shi, Xiaoou Tang, Ping Luo. International Conference on Computer Vision (ICCV), 2019
- Depth Completion from Sparse LiDAR Data with Depth-Normal Constraints, Yan Xu, Xinge Zhu, Jianping Shi, Guofeng Zhang, Hujun Bao, Hongsheng Li. International Conference on Computer Vision (ICCV), 2019
- Prior Guided Dropout for Robust Visual Localization in Dynamic Environments, Zhaoyang Huang, Yan Xu, Jianping Shi, Xiaowei Zhou, Hujun Bao, Guofeng Zhang. International Conference on Computer Vision (ICCV), 2019
- CamNet: Coarse-to-Fine Retrieval for Camera Re-Localization, Mingyu Ding, Zhe Wang, Jiankai Sun, Jianping Shi, Ping Luo. International Conference on Computer Vision (ICCV), 2019
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DrivingStereo: A Large-Scale Dataset for Stereo Matching in Autonomous Driving Scenarios,
Guorun Yang, Xiao Song, Chaoqin Huang, Zhidong Deng, Jianping Shi, Bolei Zhou.
IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2019
[Webpage/Dataset] [Paper]
- Hybrid Task Cascade for Instance Segmentation, Kai Chen, Jiangmiao Pang, Jiaqi Wang, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2019 Key component for 1st place in COCO Detection Challenge 2018.
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FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction,
Shuyang Sun, Jiangmiao Pang, Jianping Shi, Shuai Yi, Wanli Ouyang.
Neural Information Processing Systems (NIPS), 2018,
Key component for 1st place in COCO Detection Challenge 2018.
[Code]
- GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose, Zhichao Yin, Jianping Shi. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018,
- Path Aggregation Network for Instance Segmentation, Shu Liu, Lu Qi, Haifang Qin, Jianping Shi, Jiaya Jia. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018, (Spotlight) Ranked 1st place in COCO Instance Segmentation, 2nd plance in COCO Detection Challenge, 2017
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Pyramid Scene Parsing Network,
Hengshuang Zhao, Jianping Shi, Xiaojuan Qi, Xiaogang Wang, Jiaya Jia.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, Ranked 1st place in ImageNet Scene Parsing Challenge 2016
[Project Page] [Paper] [Code] [Slides in ILSVRC2016]
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Hierarchical Image Saliency Detection on Extended CSSD,
Jianping Shi, Qiong Yan, Li Xu, Jiaya Jia.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015
[Project Page] [Paper] [Arxiv Version] [Dataset]
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Understanding and Diagnosing Visual Tracking Systems,
Naiyan Wang, Jianping Shi, Dit-Yan Yeung, Jiaya Jia.
IEEE International Conference on Computer Vision (ICCV), 2015
[Project Page] [Paper] [Code]
Some Members in Our Group
| Chenzhuo Zhu, | 2016.02 - 2016.06, | Currently PhD in Stanford |
| Chongruo Wu, | 2016.06 - 2016.08, | Currently PhD in UC Davis |
| Xingang Pan, | 2016.05 - 2016.10, | Currently PhD in CUHK |
| Xiaohang Zhan, | 2016.05 - 2016.10, | Currently PhD in CUHK |
| Guangliang Cheng, | 2016.06 - Now, | Currently full time researcher in SenseTime |
| Hengshuang Zhao, | 2016.06 - 2016.09, | Currently PhD in CUHK |
| Zhe Wang, | 2016.12 - Now, | Currently full time researcher in SenseTime |
| Dayu Yue, | 2016.09 - Now, | Currently full time researcher in SenseTime |
| Xiaoxiao Li, | 2017.02 - 2017.04, | Currently PhD in CUHK |
| Shu Liu, | 2017.04 - 2017.11, | Currently PhD in CUHK |
| Xinge Zhu, | 2017.09 - Now, | Currently intern in SenseTime and will become PhD in CUHK |
| Jia Wang, | 2017.10 - Now, | Currently full time researcher in SenseTime |
| ...... |
Honors & Awards
| Microsoft Research Asia Fellowship (10 awardees in Asia), 2013 |
| Hong Kong PhD Fellowship (114 candidates in Hong Kong), 2011-2015 |
| The Best Teaching Assistant Award (4 recipient in CSE department), 2012-2013 |
| PCCW Foundation Scholarship, 2013-2014, 2014-2015 |
| Google Hong Kong Anita Borg Scholarship (4 recipients in Hong Kong), 2013, 2014 |
| KDD Cup 2013 - Author-Paper Identification Challenge (Track 1), 6th Place (561 Teams), 2013 |
| HK-ACM Best Junior Research Award, 2013 |
| HK-ACM Best Poster Award, 2013 |
| Excellent Bachelor Thesis in Zhejiang University (100 students from 5000 in all majors), 2011 |
| Chu Kochen Honors College (About 200 best students out of 5000 freshmen are chosen), 2007-2011 |
| Excellent Student Scholarship in Zhejiang University, 2007-2010 |
| Outstanding Student Cadres, 2009 |