Yujin Chen

PBR-SR: Mesh PBR Texture Super Resolution from 2D Image Priors

Yujin Chen, Yinyu Nie, Benjamin Ummenhofer, Reiner Birkl, Michael Paulitsch, Matthias Nießner

Neural Information Processing Systems (NeurIPS), 2025

Paper Video Project Page

Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation

Yujin Chen, Yinyu Nie, Benjamin Ummenhofer, Reiner Birkl, Michael Paulitsch, Matthias Müller, Matthias Nießner

European Conference on Computer Vision (ECCV), 2024

Paper Code Video Project Page

SSR-2D: Semantic 3D Scene Reconstruction from 2D Images

Junwen Huang, Alexey Artemov, Yujin Chen, Shuaifeng Zhi, Kai Xu, Matthias Nießner

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024

Paper

4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding

Yujin Chen, Matthias Nießner, Angela Dai

European Conference on Computer Vision (ECCV), 2022

Paper Video Project Page

PHRIT: Parametric Hand Representation with Implicit Template

Zhisheng Huang*, Yujin Chen*, Di Kang, Jinlu Zhang, Zhigang Tu (* equal contribution)

International Conference on Computer Vision (ICCV), 2023

Paper Code

Consistent 3D Hand Reconstruction in Video via Self-supervised Learning

Zhigang Tu*, Zhisheng Huang*, Yujin Chen†, Di Kang, Linchao Bao, Bisheng Yang, Junsong Yuan (* equal contribution)(† senior authorship)

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023

Paper Pdf Code

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

Paper Video Code

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

Paper Code Video Project Page

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

Paper

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

Paper arXiv

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

Paper Code

Yujin Chen 陈雨劲

Publications

3D Scene Representation, Understanding, and Generation

PBR-SR: Mesh PBR Texture Super Resolution from 2D Image Priors

Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation

SSR-2D: Semantic 3D Scene Reconstruction from 2D Images

4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding

Human and Hand Pose & Shape Modeling

PHRIT: Parametric Hand Representation with Implicit Template

Consistent 3D Hand Reconstruction in Video via Self-supervised Learning

MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video

Model-based 3D Hand Reconstruction via Self-Supervised Learning

I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling

Joint Hand-Object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion

SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation with Semi-supervised Learning

Experience

Services

Workshops

Reviewing

Teaching