Chang-Bin Zhang 张长彬 Master Student Media Computing Lab, College of Computer Science, Nankai University, Tianjin, China. Email: zhangchbin@gmail.com [Curriculum Vitae] Google Scholar

I am currently a third year master student in CS, Nankai University (NKU), supervised by Prof. Ming-Ming Cheng. Before that, I received the B. Eng. degree from CS, China University of Mining and Technology (CUMT) in 2019.

My research interests include computer vision, deep learning and autonomous driving, especially regularization technology, transfer learning and scene understanding.

News

[03/2022] One paper is accepted to CVPR 2022
[07/2021] One paper is accepted to ICCV 2021
[06/2021] Two papers are accepted to IEEE TIP 2021
[05/2021] One paper is accepted to IEEE TPAMI 2021
[05/2021] I have joined DJI Autonomous for a research internship.

Publications

• Representation Compensation Networks for Continual Semantic Segmentation
  Chang-Bin Zhang*, Jia-Wen Xiao*, Xialei Liu, Yingcong Chen and Ming-Ming Cheng
  IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR), 2022
  [IEEE/CVF] [arXiv] [中译版] [code]

• Delving Deep into Label Smoothing
  Chang-Bin Zhang*, Peng-Tao Jiang*, Qibin Hou, Yunchao Wei, Qi Han, Zhen Li and Ming-Ming Cheng
  IEEE Transactions on Image Processing (IEEE TIP), 2021
  [IEEE Explore] [arXiv] [中译版] [code]

• LayerCAM: Exploring Hierarchical Class Activation Maps For Localization
  Peng-Tao Jiang*, Chang-Bin Zhang*, Qibin Hou, Ming-Ming Cheng and Yunchao Wei
  IEEE Transactions on Image Processing (IEEE TIP), 2021
  [IEEE Explore] [中译版] [code]

• Personalized Image Semantic Segmentation
  Yu Zhang, Chang-Bin Zhang, Peng-Tao Jiang, Ming-Ming Cheng and Mao Feng
  IEEE/CVF International Conference on Computer Vision (ICCV), 2021
  [IEEE/CVF] [arXiv] [中译版] [code]

• Deep Hough Transform for Semantic Line Detection
  Kai Zhao*, Qi Han*, Chang-Bin Zhang, Jun Xu, and Ming-Ming Cheng
  IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2021
  [IEEE Explore] [arXiv] [中译版] [code]

Experience

• DJI Automative, Research Internship, 2021.06~2021.09
  

Honors & Awards

• Nankai - SK Hynix Scholarship, 2020 / 2021 (42000 CNY)
• National Scholarship, 2017 / 2018 (16000 CNY)
• Silver Medal of International Collegiate Programming Contest (ACM-ICPC) Asia Regional Contest Xi'an Station, 2017
• First Prize of JiangSu Province Collegiate Programming Contest (JSCPC), 2017
• First Prize of China Collegiate Computer Contest Group Programming Ladder Tournament in National Finals, 2018
• Special Prize of China Collegiate Computer Contest Group Programming Ladder Tournament in JiangSu Province, 2018

Professional Activities

• Teaching Assistant at CUMT
  

  C/C++ Programming, Winter 2017
  

• Reviewer for
  

  CVPR 2023, IEEE TIP
  


© Changbin Zhang | Last updated: Oct. 2021