Shihao Zou

Shihao Zou 邹诗浩 A photo of myself Shihao Zou's photo

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Email: sh.zou@siat.ac.cn
Last Update: March 28, 2024

Bios

I graduated from University of Alberta (UoA) in Canada with Ph.D. degree in Computer Engineering advised by Professor Li Cheng. During my Ph.D., I was fortunate to intern at Meta Reality Labs twice, advised by Dr. Yuanlu Xu in 2023 and Dr. Minh Vo in 2022, and also at Huawei 2012 Labs twice. Before Ph.D., I graduated from University College London (UCL) with M.Res. degree advised by Professor Jun Wang and Beijing Institute of Technology (BIT) with B.Sc. degree advised by Professor Huiqi Li.


I joined Multimedia Lab Multimedia Lab at SIAT was founded by Professor Xiaoou Tang and Yu Qiao, and is currently led by Professor Chao Dong. at Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences (SIAT, CAS) as a Research Assisstant Professor. If you are interested in collaborating on research or have any other inquiries, please don't hesitate to contact me. Thank you for visiting!


My research interests lie in computer vision, machine learning, and reinforcement learning.

Blogs Posted

Publications

  Event-based Human Pose Tracking by Spiking Spatiotemporal Transformer
Shihao Zou, Yuxuan Mu, Xinxin Zuo, Sen Wang, Li Cheng.
In arXiv 2023.
[Paper] [Code]
  Snipper: A Spatiotemporal Transformer for Simultaneous Multi-Person 3D Pose Estimation Tracking and Forecasting on a Video Snippet
Shihao Zou, Yuanlu Xu, Chao Li, Lingni Ma, Li Cheng, Minh Vo.
In IEEE TCSVT 2023 (JCR Q1).
[Paper] [Code]
  Human Pose and Shape Estimation from Single Polarization Images
Shihao Zou, Xinxin Zuo, Sen Wang, Yiming Qian, Chuan Guo, Li Cheng.
In IEEE TMM 2022 (JCR Q1).
[Paper] [Code]
  EventHPE: Event-based 3D Human Pose Estimation
Shihao Zou, Chuan Guo, Xinxin Zuo, Sen Wang, Pengyu Wang, Xiaoqin Hu, Shoushun Chen, Minglun Gong, Li Cheng.
In ICCV 2021.
[Paper] [Code]
  3D Human Shape Reconstruction from a Polarization Image
Shihao Zou, Yiming Qian, Sen Wang, Xinxin Zuo, Chi Xu, Minglun Gong, Li Cheng.
In ECCV 2020.
[Paper] [Code]
  Multi-agent Reinforced Learning to Rank
Shihao Zou, Zhonghua Li, Mohammad Akbari, Jun Wang, Peng Zhang.
In CIKM 2020.
[Paper]
  On the Equilibrium of Query Reformulation and Document Retrieval
Shihao Zou, Guanyu Tao, Jun Wang, Weinan Zhang, Dell Zhang.
In ICTIR 2018.
[Paper]
  Tri-Modal Motion Retrieval by Learning a Joint Embedding Space
Kangning Yin, Shihao Zou, Yuxuan Ge, Zheng Tian.
In CVPR 2024.
[Paper] [Code]
  RACon: Retrieval-Augmented Simulated Character Locomotion Control
Yuxuan Mu, Shihao Zou, Kangning Yin, Zheng Tian, Li Cheng, Weinan Zhang, Jun Wang.
In ICME 2024.
[Paper] [Code]
  Diverse and Natural 3D Human Motions from Text
Chuan Guo, Shihao Zou, Xinxin Zuo, Sen Wang, Wei Ji, Li Cheng.
In CVPR 2022.
[Paper]
  Action2video: Generating Videos of Human 3D Actions
Chuan Guo, Xinxin Zuo, Sen Wang, Xinshuang Liu, Shihao Zou, Minglun Gong, Li Cheng.
In IJCV 2022 (JCR Q1).
[Paper]
  Action2Motion: Conditioned Generation of 3D Human Motions
Chuan Guo, Xinxin Zuo, Sen Wang, Shihao Zou, Qingyao Sun, Annan Deng, Minglun Gong, Li Cheng.
In ACM MM 2020.
[Paper]
  Learning to Communicate Implicitly By Actions
Zheng Tian, Shihao Zou, Ian Davies, Tim Warr, Lisheng Wu, Haitham Bou Ammar, Jun Wang.
In AAAI 2020 (spotlight).
[Paper]
  A Regularized Opponent Model with Maximum Entropy Objective
Zheng Tian, Ying Wen, Zhichen Gong, Faiz Punakkath, Shihao Zou, Jun Wang.
In IJCAI 2019.
[Paper]

Services

  • Reviewer @ AAAI2024, ICCV2023, CVPR2022, ECCV2022, CVPR2021, ICCV2021, AAAI2021, IJCAI2021
  • Invited Reviewer @ IEEE TMM, IEEE TCSVT, PR, IEEE Sensors

Experiences

  • Jun 2023 ~ Sept 2023 - Research Internship @ Huawei 2012 Labs, Canada
  • Jul 2022 ~ Nov 2022 - Research Scientist Intern @ Meta Reality Labs, Switzerland
  • May 2021 ~ Dec 2021 - Research Scientist Intern @ Meta Reality Labs, Canada
  • Sep 2018 ~ Jan 2019 - Research Internship @ Huawei 2012 Labs, China