Jinlu Zhang (张金禄)

I am a Ph.D. student in Center on Frontiers of Computing Studies, School of Computer Science, Peking University, supervised by Prof. Yizhou Wang.
Before that, he obtained Master degree in 2023 from State Key Laboratory at Wuhan University, supervised by Prof. Zhigang Tu and Prof. Junsong Yuan. And I received B.Eng from Shandong University in 2020, with an honor degree and outstanding student award.

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Research

My current research interests include computer vision and machine learning.
Specifically, I am focusing on human-centric artificial intelligence that can interact with different scenes and agents in the real world.

Publications

MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video
Jinlu Zhang , Zhigang Tu , Jianyu Yang , Yujin Chen , Junsong Yuan
CVPR 2022
Paper / Video / Code / Bitex

We propose MixSTE (Mixed Spatio-Temporal Encoder), which has a temporal transformer to separately model the temporal motion of each joint and a spatial transformer to learn inter-joint spatial correlation.

Uncertainty-Aware 3D Human Pose Estimation from Monocular Video
Jinlu Zhang , Yujin Chen , Zhigang Tu
ACM MM 2022
Paper

We propose an uncertainty-aware method to quantify and optimize the depth and 2D detection input respectively.

Experience

Research Intern at Tencent, working with Wei Zhuo. Jan, 2022 - Now
Cooperation Project of WHU & Tencent in real-time super-resolution. Dec, 2021 - May, 2022
Research Intern at Huawei. Jul, 2019 - Oct, 2019

Services&Activities

Reviewer of CVPR, ICCV, Visual Computing.
I share the talk of our CVPR 2022 paper on VALSE Webinar. [Link] May, 2022

Prize

National Scholarship of Wuhan University Oct, 2022
1st Runner-up in ICCV2021 MMVRAC Challenge Track 2&3. [Link] Sep, 2021
Top 10 first-year graduate students scholarship of WHU LIESMARS. Nov, 2020

Education

Wuhan University Master of Computer Applied Technology
State Key Laboratory at Wuhan University, China.
Advisor: Prof. Zhigang Tu and Prof. Junsong Yuan
Sep, 2020 - Now
Expected to graduate on Jun, 2023.
Shandong University Bachelor Degree of Computer Science and Technology
Computer Science, Shandong University, China.
Sep, 2016 - Jun, 2020
Honours degree

Thanks for the Jon Barron template.