About Me
I am a fourth-year Ph.D. student at Department of Computer Science, National University of Singapore (NUS), supervised by Prof. Angela Yao. My research interests lie in computer vision and deep learning, especially human pose estimation. I achieved my Bachelor’s degree at Shanghai Jiao Tong University (SJTU). Previsouly, I worked with Prof. Quanshi Zhang@SJTU and Prof. Guosheng Lin@NTU.
News
- 11/23: Two co-authored papers accepted by Neurips2023 and WACV2024!
- 07/23: Attended ICVSS2023 in beautiful Sicily!
- 03/23: One first author paper accepted by TPAMI!
- 03/23: One paper accepted by CVPR2023!
- 01/22: One first author paper accepted by ICLR2022!
- 01/22: Received Research Achievement Award from SoC@NUS!
- 12/21: Passed Qualification Exam!
- 07/21: One first author paper accepted by ICCV2021!
Preprints
- On the Calibration of Human Pose Estimation
Kerui Gu*, Rongyu Chen*, Angela Yao
[paper]
- Learning Unorthogonalized Matrices for Rotation Estimation
Kerui Gu, Zhihao Li, Jianzhuang Liu, Songcen Xu, Youliang Yan, Michael Bi Mi, Kenji Kawaguchi, Angela Yao
[paper]
Publications
- Bias-Compensated Integral Regression for Human Pose Estimation
Kerui Gu, Linlin Yang, Michael Bi Mi, Angela Yao
Transaction on Pattern Analysis and Machine Intelligence. TPAMI 2023.
[paper]
- Dive Deeper Into Integral Pose Regression
Kerui Gu, Linlin Yang, Angela Yao
International Conference on Learning Representations. ICLR 2022.
[paper]
- Removing the Bias of Integral Pose Regression
Kerui Gu, Linlin Yang, Angela Yao
International Conference on Computer Vision. ICCV 2021.
[paper] [supp] [project]
- Synthetic-to-Real Pose Estimation with Geometric Reconstruction
Qiuxia Lin, Kerui Gu, Linlin Yang, Angela Yao
Neural Information Processing Systems. Neurips 2023.
- Rethinking Visibility in Human Pose Estimation: Occluded Pose Reasoning via Transformers
Pengzhan Sun, Kerui Gu, Yunsong Wang, Linlin Yang, Angela Yao
The IEEE/CVF Winter Conference on Applications of Computer Vision. WACV2024.
- Analyzing and Diagnosing Pose Estimation with Attributions
Qiyuan He, Linlin Yang, Kerui Gu, Qiuxia Lin, Angela Yao
The IEEE/CVF Conference on Computer Vision and Pattern Recognition. CVPR2023.
[paper]
Teaching
- CS4243 Computer Vision and Pattern Recognition AY21/22 Sem1, Teaching Assistant
- CS4243 Computer Vision and Pattern Recognition AY20/21 Sem1, Teaching Assistant
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