Email: sunxiao AT pjlab.org.cn
Email(personal): sunxiaojay123 AT gmail.com
Google Schoolar | Github | CV
Short Bio
Xiao is a scientist at Shanghai AI Laboratory, where he leads diverse R&D groups on AI for sports, healthcare, and robotics. Before that, he served as a Senior Researcher at the Visual Computing Group, Microsoft Research Asia (MSRA), from Feb. 2016 to Jul. 2022. His research interests include computer vision, machine learning, and computer graphics.
Job opening: I'm actively looking for researchers, engineers, and interns working in Beijing or Shanghai. If you are interested, please send me an email.
Publications
2022
Extreme Masking for Learning Instance and Distributed Visual Representations
Zhirong Wu, Zihang Lai, Xiao Sun, Stephen Lin
ArXiv, 2022
Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations
Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada
European Conference on Computer Vision (ECCV), 2022
(slides)
(Project)
Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance
Zhihang Zhong, Xiao Sun, Zhirong Wu, Yinqiang Zheng, Stephen Lin, Imari Sato
European Conference on Computer Vision (ECCV), 2022
(Project)
Bringing Rolling Shutter Images Alive with Dual Reversed Distortion
Zhihang Zhong, Mingdeng Cao, Xiao Sun, Zhirong Wu, Zhongyi Zhou, Yinqiang Zheng, Stephen Lin, Imari Sato
European Conference on Computer Vision (ECCV), 2022, Oral
(Project)
Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition
Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen, Bo Dai, Bolei Zhou, Stephen Lin
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022, Oral
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation
Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
2021
Towards Tokenized Human Dynamics Representation
Kenneth Li, Xiao Sun, Zhirong Wu, Fangyun Wei, Stephen Lin
ArXiv, 2021
Neural Articulated Radiance Field
Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada
International Conference on Computer Vision (ICCV), 2021
(slides)
(Project)
Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation
Ailing Zeng, Xiao Sun, Lei Yang, Nanxuan Zhao, Minhao Liu, Qiang Xu
International Conference on Computer Vision (ICCV), 2021
2020
Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation
Fangyun Wei, Xiao Sun, Hongyang Li, Jingdong Wang, Stephen Lin
European Conference on Computer Vision (ECCV), 2020
SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach
Ailing Zeng, Xiao Sun, Fuyang Huang, Minhao LIU, Qiang Xu, Stephen Lin
European Conference on Computer Vision (ECCV), 2020
Detecting Human-Object Interactions with Action Co-occurrence Priors
Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon
European Conference on Computer Vision (ECCV), 2020
(Project)
2019
Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose
Xiao Sun, Chuankang Li, Stephen Lin
International Conference on Computer Vision (ICCV) Workshop on Observing and Understanding Hands in Action (Best Paper Award), 2019
(slides)
2018
Integral Human Pose Regression
Xiao Sun, Bin Xiao, Fangyin Wei, Shuang Liang, Yichen Wei
European Conference on Computer Vision (ECCV), 2018
An Integral Pose Regression System for the ECCV2018 PoseTrack Challenge
Xiao Sun, Chuankang Li, Stephen Lin
The 2nd place of ECCV 2018 3D Human Pose Estimation Challenge
2017
Compositional Human Pose Regression
Xiao Sun, Jiaxiang Shang, Shuang Liang, Yichen Wei
International Conference on Computer Vision (ICCV), 2017
(slides, demo video on Youtube)
Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach
Xingyi Zhou, Qixing Huang, Xiao Sun, Xiangyang Xue, Yichen Wei
International Conference on Computer Vision (ICCV), 2017
2016
Deep Kinematic Pose Regression
Xingyi Zhou, Xiao Sun, Wei Zhang, Shuang Liang, Yichen Wei
European Conference on Computer Vision (ECCV) Workshop on Geometry Meets Deep Learning, 2016
2015
Xiao Sun, Yichen Wei, Shuang Liang, Xiaoou Tang and Jian Sun
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
(dataset, demo video on Youtube)
2014
Realtime and Robust Hand Tracking from Depth
Chen Qian, Xiao Sun, Yichen Wei, Xiaoou Tang and Jian Sun
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014, Oral
(dataset, demo video on Youtube)
Download MSRA Hand Datasets Here!