Sen Yang (杨森)
I am currently working at Baidu. Before that I obtained Ph.D. degree from Southeast University in 2023. My research interests includes computer vision and deep learning, particularly focusing on 2D/3D human pose estimation, autonomous driving and multimodal models. I am dedicated to developing cutting-edge solutions for real-world computer vision applications.
Experience
- Senior Research & Developer, Baidu VIS (2023.7-Present)
- Internship, Tencent TPG (2021.12-2022.8)
- Internship, MEGVII (2021.1-2021.10)
Education
- Ph.D. - Pattern Recognition and Intelligent Systems, School of Automation, Southeast University, May 2019 - Mar 2023
- Master - Pattern Recognition and Intelligent Systems, School of Automation, Southeast University, Sep 2017 - Jan 2019
- Bachelor - Automation, College of Communication Engineering, Jilin University, Sep 2013 - Jul 2017
Publications
TopoSD: Topology-Enhanced Lane Segment Perception with SDMap Prior
Sen Yang, Minyue Jiang, Ziwei Fan, Xiaolu Xie, Xiao Tan, Yingying Li, Errui Ding, Liang Wang, Jingdong Wang. (2024 preprint)
[Paper]
Detecting and grouping keypoints for multi-person pose estimation using instance-aware attention
Sen Yang, Ze Feng, Zhicheng Wang, Yanjie Li, Shoukui Zhang, Zhibin Quan, Shu-tao Xia, Wankou Yang. Pattern Recognition
[Journal Paper]
Capturing the motion of every joint: 3D human pose and mesh recovery with independent tokens
Sen Yang, Wen Heng, Gang Liu, Guozhong Luo, Wankou Yang, Gang Yu. ICLR 2023 (spotlight, top 25%)
[Paper] [Code] [Project]
Searching part-specific neural fabrics for human pose estimation
Sen Yang, Wankou Yang, Zhen Cui. Pattern Recognition.
[Journal Paper] [Code]
SimCC: A Simple Coordinate Classification perspective for human pose estimation
Yanjie Li, Sen Yang, Peidong Liu, Shoukui Zhang, Yunxiao Wang, Zhicheng Wang, Wankou Yang, Shu-Tao Xia. ECCV 2022 (oral, top 5%).
[Paper] [Code] [Zhihu]
Contact
Email: yangsenius@gmail.com
Personal Blog: https://senyang-ml.github.io