Jianping Shi   Research Director SenseTime Group Ltd Email: shijianping at sensetime dot com

Full Publications [My Google Scholar]

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2019

• 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.
  

  [知乎] [Code]

• Adapting Object Detectors via Selective Cross-Domain Alignment,
  Xinge Zhu, Jiangmiao Pang, Ceyuan Yang, Jianping Shi, Dahua Lin.
  IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2019
• Libra R-CNN: Balanced Learning for Object Detection,
  Jiangmiao Pang, Kai Chen, Jianping Shi, Huajun Feng, Wanli Ouyang, Dahua Lin.
  IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2019

  [Code]

• Towards Instance-level Image-to-Image Translation,
  Zhiqiang Shen, Jianping Shi, Mingyang Huang, Xiangyang Xue, Thomas Huang.
  IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2019

  [Webpage/Dataset]

• Not All Areas Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection,
  Ruoqi Sun, Xinge Zhu, Chongruo Wu, Chen Huang, Jianping Shi, Lizhuang Ma.
  IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2019 (Oral)
• A^2-Net: Molecular Structure Estimation for Cryo-EM Density Volumes,
  Kui Xu, Zhe Wang, Jianping Shi, Hongsheng Li, Qiangfeng Zhang.
  33rd AAAI Conference on Artificial Intelligence (AAAI), 2019,

2018

• 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] [Paper]

• Sequential Context Encoding for Duplicate Removal,
  Lu Qi, Shu Liu, Jianping Shi, Jiaya Jia.
  Neural Information Processing Systems (NIPS), 2018,
• Towards Understanding Acceleration Tradeoff between Momentum and Asynchrony in Nonconvex Stochastic Optimization Abstract,
  Tianyi Liu, Shiyang Li, Jianping Shi, Enlu Zhou, Tuo Zhao.
  Neural Information Processing Systems (NIPS), 2018,
• Generative Adversarial Frontal View to Bird View Synthesis,
  Xinge Zhu, Zhichao Yin, Jianping Shi, Hongsheng Li, Dahua Lin.
  International Conference on 3D Vision (3DV), 2018,
• Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation,
  Xinge Zhu, Hui Zhou, Ceyuan Yang, Jianping Shi, Dahua Lin.
  European Conference on Computer Vision (ECCV), 2018,
• Pose Guided Human Video Generation,
  Ceyuan Yang, Zhe Wang, Xinge Zhu, Chen Huang, Jianping Shi, Dahua Lin.
  European Conference on Computer Vision (ECCV), 2018,
• PSANet: Point-wise Spatial Attention Network for Scene Parsing,
  Hengshuang Zhao, Yi Zhang, Shu Liu, Jianping Shi, Chen Change Loy, Dahua Lin, Jiaya Jia.
  European Conference on Computer Vision (ECCV), 2018,
  Ranked 1st place in WAD Drivable Area Segmentation Challenge 2018.
  

  [Project Page] [Paper] [Code] [Slides in WAD2018]

• SegStereo: Exploiting Semantic Information for Disparity Estimation,
  Guorun Yang, Hengshuang Zhao, Jianping Shi, Zhidong Deng, Jiaya Jia.
  European Conference on Computer Vision (ECCV), 2018,

  [Project Page] [Paper]

• ICNet for Real-Time Semantic Segmentation on High-Resolution Images,
  Hengshuang Zhao, Xiaojuan Qi, Xiaoyong Shen, Jianping Shi, Jiaya Jia.
  European Conference on Computer Vision (ECCV), 2018,

  [Project Page] [Paper] [Code]

• Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net,
  Xingang Pan, Ping Luo, Jianping Shi, Xiaoou Tang.
  European Conference on Computer Vision (ECCV), 2018,
  Ranked 1st place in WAD Drivable Area Segmentation Challenge 2018.
  

  [Paper] [Code]

• Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation,
  Yikang Li, Bolei Zhou, Yawen Cui, Jianping Shi, Xiaogang Wang, Wanli Ouyang.
  European Conference on Computer Vision (ECCV), 2018,
• StripNet: Towards Topology Consistent Strip Structure Segmentation,
  Guoxiang Qu, Wenwei Zhang, Zhe Wang, Xing Dai, Jianping Shi, Junjun He, Fei Li, Xiulan Zhang, Yu Qiao.
  ACM International Conference on Multimedia (ACMMM), 2018,
• Context Encoding for Semantic Segmentation,
  Hang Zhang, Kristin Dana, Jianping Shi, Zhongyue Zhang, Xiaogang Wang, Ambrish Tyagi, Amit Agrawal.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018, (Oral)
  Top rank performance on semantic segmentation benchmarks
  

  [Paper] [Code]

• 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
  
• Low-Latency Video Semantic Segmentation,
  Yule Li, Jianping Shi, Dahua Lin.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018, (Spotlight)
  
• 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,
  

  [Paper] [Code]

• Eliminating Background-bias for Robust Person Re-identification,
  Maoqing Tian, Hongsheng Li, Shihua Li, Shuai Yi, Xuesen Zhang, Jianping Shi, Junjie Yan, Xiaogang Wang.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018,
  
• Spatial As Deep: Spatial CNN for Traffic Scene Understanding,
  Xingang Pan, Jianping Shi, Ping Luo, Xiaogang Wang, Xiaoou Tang.
  AAAI Conference on Artificial Intelligence (AAAI), 2018
  Ranked 1st place in Tusimple Lane Detection Challenge, 2017
  

  [Dataset] [Paper] [Code] [Challenge Page]

• A Multi-task Framework with Feature Passing Module for Skin Lesion Classification and Segmentation,
  Sheng Chen, Zhe Wang, Jianping Shi, Bin Liu, Nenghai Y.
  IEEE International Symposium on Biomedical Imaging (ISBI), 2018
  

2017

• Distinguishing Cloud and Snow in Satellite Images via Deep Convolutional Network,
  Yongjie Zhan, Jian Wang, Jianping Shi, Guangliang Cheng, Lele Yao, Weidong Sun.
  IEEE Geoscience and Remote Sensing Letters , 2017
  
• Video Object Segmentation with Re-identification,
  Xiaoxiao Li, Yuankai Qi, Zhe Wang, Kai Chen, Ziwei Liu, Jianping Shi, Ping Luo, Xiaoou Tang, Chen Change Loy.
  CVPR Workshop on DAVIS Video Seg. Challenge (CVPR Workshop), 2017
  Ranked 1st place in DAVIS Video Segmentation Challenge, 2017
  
• Face Parsing via Recurrent Propagation,
  Sifei Liu, Jianping Shi, Ji Liang, Ming-Hsuan Yang.
  The British Machine Vision Conference (BMVC), 2017
  
• Zoom-in-Net: Deep Mining Lesions for Diabetic Retinopathy Detection,
  Zhe Wang, Yanxin Yin, Jianping Shi, Wei Fang, Hongsheng Li, Xiaogang Wang.
  Medical Image Computing and Computer Assisted Intervention (MICCAI), 2017,
  
• 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]

2016

• Augmented Feedback in Semantic Segmentation under Image Level Supervision,
  Xiaojuan Qi, Zhengzhe Liu, Jianping Shi, Hengshuang Zhao, Jiaya Jia.
  European Conference on Computer Vision (ECCV), 2016
  
• Multi-scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation
  Shu Liu, Xiaojuan Qi, Jianping Shi, Hong Zhang, Jiaya Jia.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 (Oral Presentation)
  
• Revisiting Batch Normalization For Practical Domain Adaptation,
  Yanghao Li, Naiyan Wang, Jianping Shi, Jiaying Liu, Xiaodi Hou.
  Technical report, arXiv, 2016
  

2012~2015

• Break Ames Room Illusion: Depth from General Single Images,
  Jianping Shi, Xin Tao, Li Xu, Jiaya Jia.
  ACM Transactions on Graphics (SIGGRAPH Asia), 2015
  

  [Project Page] [Paper] [Data & Result] [Matlab P-Code]

• 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]

• 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]

• Semantic Segmentation With Object Clique Potentials,
  Xiaojuan Qi, Jianping Shi, Shu Liu, Renjie Liao, Jiaya Jia.
  IEEE International Conference on Computer Vision (ICCV), 2015
  
• Bounded-Distortion Metric Learning,
  Renjie Liao, Jianping Shi, Ziyang Ma, Jun Zhu, Jiaya Jia.
  Technical report, arXiv, 2015
  
• Just Noticeable Defocus Blur Detection and Estimation,
  Jianping Shi, Li Xu, Jiaya Jia.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
  

  [Paper] [Project Page] [Code] [Data]

• Discriminative Blur Detection Features,
  Jianping Shi, Li Xu, Jiaya Jia.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014
  

  [Paper] [Project Page] [Dataset] [Code]

• CoDeL: An Human Co-detection and Labeling Framework,
  Jianping Shi, Renjie Liao, Jiaya Jia.
  IEEE International Conference on Computer Vision (ICCV), 2013
  

  [Paper] [Project Page] [Dataset]

• Abnormal Event Detection at 150 FPS in MATLAB,
  Cewu Lu, Jianping Shi, Jiaya Jia.
  IEEE International Conference on Computer Vision (ICCV), 2013
  

  [Paper] [Project Page] [Code] [Dataset]

• Scale Adaptive Dictionary Learning,
  Cewu Lu, Jianping Shi, Jiaya Jia.
  IEEE Transaction on Image Processing (TIP), 2013
  

  [Paper] [Code]

• SCMF: Sparse Covariance Matrix Factorization for Collaborative Filtering,
  Jianping Shi, Naiyan Wang, Yang Xia, Dit-Yan Yeung, Irwin King, Jiaya Jia.
  International Joint Conference on Artificial Intelligence (IJCAI), 2013
  
• Online Robust Dictionary Learning,
  Cewu Lu, Jianping Shi, Jiaya Jia.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013
  

  [Paper] [Code]

• Hierarchical Saliency Detection,
  Qiong Yan, Li Xu, Jianping Shi, Jiaya Jia.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013
  

  [Project Page] [Paper] [Long Version Paper] [Supplementary Material] [Dataset] [Excutable] [Code]

Before 2012

• A Non-Convex Relaxation Approach to Sparse Dictionary Learning,
  Jianping Shi, Xiang Ren, Guang Dai, Jingdong Wang, Zhihua Zhang.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011 (Oral Presentation, AR: 59/1677 ~3.5%)
  

  [Paper] [Slides]

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