About me

I am currently a PhD student at VSLab of the Institute of Automation, Chinese Academy of Science (CASIA), under the supervision of Prof. Bing Li and Prof. Weiming Hu. I also work closely with Prof. Jin Gao. Prior to that, I received my B.E. degree from Huazhong University of Science and Technology (HUST). My research interests are efficient and brain-inspired vision algorithms, especially for their application to visual tracking. My research goal is to enable fast, robust, and human-like perception for machines.

Feel free to drop me an email if you have questions about our work or are interested in cooperation.

Email: kouyutong2021 [at] ia.ac.cn

Updates

• 2023.09: ZoomTrack is accepted by NeurIPS2023 as a spotlight.

Publications

• Yutong Kou, Jin Gao, Liang Li, Gang Wang, Weiming Hu, Yizheng Wang and Bing Li
  ZoomTrack: Target-aware Non-uniform Resizing for Efficient Visual Tracking
  NeurIPS2023 (Spotlight) [pdf] [codes]

• Jin Gao, Yan Lu, Xiaojuan Qi, Yutong Kou, Bing Li, Liang Li, Shan Yu and Weiming Hu
  Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking
  TPAMI [pdf]

• Haoran You, Randall Balestriero, Zhihan Lu, Yutong Kou, Huihong Shi, Shunyao Zhang, Shang Wu, Yingyan Lin, Richard Baraniuk
  Max-Affine Spline Insights Into Deep Network Pruning
  TMLR [pdf]