Xiao Sun 孙骁

Placeholder Picture
Scientist, Shanghai AI Laboratory
Email: sunxiao AT pjlab.org.cn
Senior Researcher, Visual Computing Group, Microsoft Research Asia
Email: xias AT microsoft.com
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

(slides, Code)




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


Cascaded Hand Pose Regression

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!

2014 MSRA Hand Tracking Dataset, Paper, Download, Readme

2015 MSRA Hand Gesture Dataset, Paper, Download, Readme