Yujin Chen 陈雨劲
I'm a Ph.D. student at the Technical University of Munich, working with Prof. Matthias Nießner in the Visual Computing Lab.
Before that, I received my B.Eng and M.Sc from Wuhan University.
My current research interests lie in 3D reconstruction, scene understanding, 3d-aware generation, motion analysis, and representation learning.
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Github  / 
LinkedIn  / 
Twitter
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4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding.
Yujin Chen,
Matthias Nießner,
Angela Dai
European Conference on Computer Vision (ECCV), 2022
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Project Page
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MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video.
Jinlu Zhang
Zhigang Tu,
Jianyu Yang,
Yujin Chen,
Junsong Yuan
Conference on Computer Vision and Pattern Recognition (CVPR), 2022
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Model-based 3D Hand Reconstruction via Self-Supervised Learning.
Yujin Chen,
Zhigang Tu,
Di Kang,
Linchao Bao,
Ying Zhang,
Xuefei Zhe,
Ruizhi Chen,
Junsong Yuan
Conference on Computer Vision and Pattern Recognition (CVPR), 2021
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Project Page
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I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling.
Ping Chen,
Yujin Chen,
Dong Yang,
Fangyin Wu,
Qin Li,
Qingpei Xia,
Yong Tan
International Conference on Computer Vision (ICCV), 2021
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Joint Hand-Object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion.
Yujin Chen,
Zhigang Tu,
Di Kang,
Linchao Bao,
Ruizhi Chen,
Zhengyou Zhang,
Junsong Yuan
IEEE Transactions on Image Processing (TIP), 2021
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arXiv
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SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation with Semi-supervised Learning.
Yujin Chen,
Zhigang Tu,
Liuhao Ge,
Dejun Zhang,
Ruizhi Chen,
Junsong Yuan
International Conference on Computer Vision (ICCV), 2019
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Code
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Experiences
Postgraduate Researcher, TU Munich, Advisors: Prof. Matthias Nießner, Jul. 2021 ~ present
Research Intern, Tencent AI Lab, Mentors: Dr. Linchao Bao and Dr. Di Kang, Dec. 2019 ~ Jun. 2021
Visiting Researcher, State University of New York at Buffalo, Advisor: Prof. Junsong Yuan, Jul. 2019 ~ Nov. 2019
Research Assistant, Wuhan University, Advisor: Prof. Ruizhi Chen and Prof. Zhigang Tu, Sep. 2018 ~ Jun. 2021
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Services
Teaching
Introduction to Deep Learning (IN2346), Head-Teaching Assistant, Summer 2023
Introduction to Deep Learning (IN2346), Head-Teaching Assistant (Approx. 1500 students), Winter 2022
Machine Learning for 3D Geometry (IN2392), Teaching Assistant, Summer 2022
Advanced Deep Learning for Computer Vision: Visual Computing (IN2390), Teaching Assistant, Winter 2021
Reviewing
CVPR, IJCV, TIP
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Contact Information
Address: Technical University of Munich, Department of Informatics, Boltzmannstraße 3, 85748 Garching
Room: 02.07.041
Email: yujin.chen@tum.de
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