Publications

COPYRIGHT: The copyright of the following materials belongs to corresponding publishers. They are provided only for research and educational use that does not conflict to the interests of the publishers.

(Selected) Publication by Research Topic

GenAI: Text-to-Motion | Image and Video Generation and Editing | 3D Generation and Editing
Video Understanding: Grounding and Reasoning | Human Pose/Mesh Analysis | Human Action Recognition | Anomaly Detection
Other Computer Vision Tasks: Object Detection | Image Segmentation
Medical Image Computing & Healthcare Applications: Medical Image Segmentation | Medical Foundation Models and Datasets | Healthcare Applications
Image and Video Processing: Image Restoration (Denoising, SR, etc.)
Geospatial Analysis and Remote Sensing: Image Geolocalization | Remote Sensing
Machine Learning: Federated Learning | Unsupervised, Self- and Semi-supervised Learning | Multimodal Learning | Efficiency

Go to Publications by Year

Human Pose/Mesh Analysis

SignLLM: Sign Languages Production Large Language Models
Sen Fang, Lei Wang, Ce Zheng, Yapeng Tian, Chen Chen
arXiv:2405.10718
[Paper] [Project and Dataset Website]

Exploiting Aggregation and Segregation of Representations for Domain Adaptive Human Pose Estimation
Qucheng Peng, Ce Zheng, Zhengming Ding, Pu Wang, Chen Chen
The 19th IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2025
[Paper] [Code]

GenHMR: Generative Human Mesh Recovery
Muhammad Usama Saleem, Ekkasit Pinyoanuntapong, Pu Wang, Hongfei Xue, Srijan Das, Chen Chen
Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI), 2025
[Paper] [Project Website]

DiffMesh: A Motion-aware Diffusion Framework for Human Mesh Recovery from Videos
Ce Zheng, Xianpeng Liu, Qucheng Peng, Tianfu Wu, Pu Wang, Chen Chen
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
[Paper] [Project Website]

VITA: ViT Acceleration for Efficient 3D Human Mesh Recovery via Hardware-Algorithm Co-Design
Shilin Tian, Chase Szafranski, Ce Zheng, Fan Yao, Ahmed Louri, Chen Chen, Hao Zheng
Design Automation Conference (DAC), 2024
[Paper] [Project Website] [Code]

A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation
Qucheng Peng, Ce Zheng, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
[Paper] [Code]

Single 2D Pose with Context is Worth Hundreds of Frames for 3D Human Pose Estimation
Qitao Zhao, Ce Zheng, Mengyuan Liu, Chen Chen
Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS), 2023
[Paper] [Code] [Project Website]

Source-free Domain Adaptive Human Pose Estimation
Qucheng Peng, Ce Zheng, Chen Chen
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
[Paper] [Code]

RenderIH: A Large-scale Synthetic Dataset for 3D Interacting Hand Pose Estimation
Lijun Li, Linrui Tian, Xindi Zhang, Qi Wang, Bang Zhang, Liefeng Bo, Mengyuan Liu, Chen Chen
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
[Paper] [Code and Dataset] [Project Website]

LAMP: Leveraging Language Prompts for Multi-person Pose Estimation
Shengnan Hu, Ce Zheng, Zixiang Zhou, Chen Chen, Gita Sukthankar
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023
[Paper] [Code]

Deep Learning-Based Human Pose Estimation: A Survey
Ce Zheng, Wenhan Wu, Chen Chen, Taojiannan Yang, Sijie Zhu, Ju Shen, Nasser Kehtarnavaz, Mubarak Shah
ACM Computing Surveys, 2023
[Paper] [Project Page]

FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER
Ce Zheng, Matias Mendieta, Taojiannan Yang, Guo-Jun Qi, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
[Paper] [Project Website] [Code]

POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery
Ce Zheng, Xianpeng Liu, Guo-Jun Qi, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
[Paper] [Project Website] [Code]

PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation
Qitao Zhao, Ce Zheng, Mengyuan Liu, Pichao Wang, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
[Paper] [Project Website] [Code]

A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose
Ce Zheng, Matias Mendieta, Pu Wang, Aidong Lu, Chen Chen
ACM Multimedia (ACM MM), 2022
[Paper] [Code]

3D Human Pose Estimation with Spatial and Temporal Transformers
Ce Zheng, Sijie Zhu, Matias Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding
IEEE/CVF International Conference on Computer Vision (ICCV), 2021
[Paper] [Code] [ Video Demonstration]

Enhanced 3D Human Pose Estimation from Videos by Using Attention-Based
Neural Network with Dilated Convolutions
Ruixu Liu, Ju Shen, He Wang, Chen Chen, Sen-ching Cheung, Vijayan Asari
International Journal of Computer Vision (IJCV), 2021 (CVPR-2020 Extension)
[Paper] [Code]