"Truth is ever to be found in simplicity, and not in the multiplicity and confusion of things." -- Isaac Newton
I am now a senior researcher in Visual Computing Center of Tencent AI Lab. My research interests cover video understanding, neural network design, 3D motion retargeting and digital content generation.
Prior to Tencent, I received my Ph.D. degree in school of Electrical and Electronic Engineering ( EEE ) from Nanyang Technological University ( NTU ), Singapore in 2020. During this period, I was fortuanately advised by Prof. Junsong Yuan and Prof. Xudong Jiang focusing on human behavior analysis.
A Modular Neural Motion Retargeting System Decoupling Skeleton and Shape Perception
Jiaxu Zhang, Zhigang Tu, Junwu Weng, Junsong Yuan, Bo Du
IEEE Transactions on Pattern Analysis and Machine Intelligence ( T-PAMI ), 2024
Skinned Motion Retargeting with Residual Perception of Motion Semantics & Geometry
Jiaxu Zhang, Junwu Weng, Di Kang, Fang Zhao, Shaoli Huang, Xuefei Zhe, Linchao Bao,Ying Shan, Jue Wang, Zhigang Tu
Proc. IEEE Conf. on Computer Vision and Pattern Recognition ( CVPR ), 2023
Learning Anchor Transformations for 3D Garment Animation
Fang Zhao, Zekun Li, Shaoli Huang, Junwu Weng, Tianfei Zhou, Senxie Guo, Jue Wang,Ying Shan
Proc. IEEE Conf. on Computer Vision and Pattern Recognition ( CVPR ), 2023
Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos
Zixiao Wang, Junwu Weng, Chun Yuan, Jue Wang
Proc. of the AAAI Conference on Artificial Intelligence ( AAAI ), 2023 [ Oral ]
LocVTP: Video-Text Pre-training for Temporal Localization
Meng Cao, Tianyu Yang, Junwu Weng, Can Zhang, Jue Wang, Yuexian Zou
European Conference on Computer Vision ( ECCV ), 2022
Unsupervised Pre-training for Temporal Action Localization Tasks
Can Zhang, Tianyu Yang, Junwu Weng, Meng Cao, Jue Wang, Yuexian Zou
Proc. IEEE Conf. on Computer Vision and Pattern Recognition ( CVPR ), 2022
Temporal Distinct Representation Learning for Action Recognition
Junwu Weng, Donghao Luo, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Xudong Jiang, Junsong Yuan
European Conference on Computer Vision ( ECCV ), 2020
Early Action Recognition with Category Exclusion using Policy-based Reinforcement Learning
Junwu Weng, Xudong Jiang, Weilong Zheng, Junsong Yuan
IEEE Transactions on Circuits and Systems for Video Technology ( T-CSVT ), 2020
Discriminative Spatio-Temporal Pattern Discovery for 3D Action Recognition
Junwu Weng, Chaoqun Weng, Junsong Yuan, Zicheng Liu
Proc. IEEE Conf. on Computer Vision and Pattern Recognition ( T-CSVT ), 2018
Deformable Pose Traversal Convolution for 3D Action and Gesture Recognition
Junwu Weng, Mengyuan Liu, Xudong Jiang, Junsong Yuan
European Conference on Computer Vision ( ECCV ), 2018
Hand Point Net: 3D Hand Pose Estimation using Point Sets
Liuhao Ge, Yujun Cai, Junwu Weng, Junsong Yuan
Proc. IEEE Conf. on Computer Vision and Pattern Recognition ( CVPR ), 2018 [ Spotlight ]