Jialian Wu (吴嘉濂)


Ph.D. Candidate
State University of New York at Buffalo
jialianw at buffalo dot edu

[Github] [Linkedin] [Google Scholar]

[Curriculum Vitae]

Short Bio


    I am a second-year Ph.D. student at State Univeristy of New York at Buffalo (UB), advised by Prof. Junsong Yuan. Before that, I was a M.Eng. student at Tianjin University during 2018-2019 and left for UB before finishing the degree. I received B.Eng. from Tianjin University in 2018. My current research interest lies in object-centric video analysis including detection, segmentation, and tracking.

Publications

Track to Detect and Segment: An Online Multi-Object Tracker
Jialian Wu, Jiale Cao, Liangchen Song, Yu Wang, Ming Yang, and Junsong Yuan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
Project page PDF Code
Temporal-Context Enhanced Detection of Heavily Occluded Pedestrians
Jialian Wu, Chunluan Zhou, Ming Yang, Qian Zhang, Yuan Li, and Junsong Yuan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
PDF Supp
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation
Jialian Wu, Liangchen Song, Tiancai Wang, Qian Zhang, and Junsong Yuan
ACM International Conference on Multimedia (ACM MM), 2020.
PDF Code
Self-Mimic Learning for Small-scale Pedestrian Detection
Jialian Wu, Chunluan Zhou, Qian Zhang, Ming Yang, and Junsong Yuan
ACM International Conference on Multimedia (ACM MM), 2020.
PDF Supp
Robust Knowledge Transfer via Hybrid Forward on the Teacher-Student Model
Liangchen Song, Jialian Wu, Ming Yang, Qian Zhang, Yuan Li, and Junsong Yuan
AAAI Conference on Artificial Intelligence (AAAI), 2021.
PDF

Internships


Professional Activities


Awards


  • Outstanding Bachelor Thesis, Tianjin University, 2018.
  • First-class Entrance Fellowship, Tianjin University, 2018.
  • Tianjin City Fellowship, 2016.
Besides research, music is the best hobby of mine. Some favorite bands/musicians: AC/DC, The Beatles, Kotaro Oshio