About me

I’m currently a Postdoc researcher at ETH Zurich, working with Dr. Diego Paez-​Granados and Prof. Robert Riener on AI for healthcare, with a focus on human motion and multi-modality clinical data.

I obtained my Ph.D from INRIA, Grenoble, France, supervised by Prof. Xavier Alameda-Pineda and Prof. Francesc Moreno-Noguer. Before that I got bachelor and master degree from Beihang University, and a double master degree from CentraleSupélec.

News

07/2023 Our paper “LivelySpeaker” is accepted by ICCV 2023.
12/2022 Given a talk at DLBCN, Barcelona.
08/2022 Our paper “Back to MLP: A Simple Baseline for Human Motion Prediction” accepted at WACV2023 first track.
03/2022 Our paper “Multi-Person Extreme Motion Prediction” accepted at CVPR2022.
10/2021 ExPI Dataset released.
10/2021 We win 1st place of UVO Open-World Segmentation Challenge 2021, ICCV2021 (2/2 tracks), technical reports: Track-1 and Track-2.
07/2021 Present on poster session of PAISS summer school.
01/2021 Our paper “PI-Net: Pose Interacting Network for Multi-Person Monocular 3D Pose Estimation” accepted at WACV2021 first track.
10/2020 Present on ACM MM’20 Doctoral Symposium.

Publications

Here is a selection of recent publications, full list can be found on Google Scholar.

LivelySpeaker: Towards Semantic-Aware Co-Speech Gesture Generation
Yihao Zhi*, Xiaodong Cun*, Xuelin Chen, Xi Shen, Wen Guo, Shaoli Huang, Shenghua Gao
ICCV 2023.
[paper] [Code]

Back to MLP: A Simple Baseline for Human Motion Prediction
Wen Guo*, Yuming Du*, Xi Shen, Vincent Lepetit, Xavier Alameda-Pineda, Francesc Moreno-Noguer
WACV 2023.
[paper] [Code]

HiT-DVAE: Human Motion Generation via Hierarchical Transformer Dynamical VAE
Xiaoyu BIE*, Wen Guo*, Simon Leglaive, Laurent Girin, Francesc Moreno-Noguer, Xavier Alameda-Pineda
arXiv preprint arXiv:2204.01565
[paper] [Code]

1st Place UVO Open-World Segmentation Challenge Reports
Yuming Du, Wen Guo, Yang Xiao, Vincent Lepetit
Tech Reports of ICCV 2021 UVO Challenge.
[Image-track] [Video-track] [Code]

Multi-Person Extreme Motion Prediction
Wen Guo*, Xiaoyu BIE*, Xavier Alameda-Pineda, Francesc Moreno
CVPR 2022.
[Paper] [Project page] [Code] [Dataset]

PI-Net: Pose Interacting Network for Multi-Person Monocular 3D Pose Estimation
Wen Guo, Enric Corona, Francesc Moreno-Noguer, Xavier Alameda-Pineda
WACV 2021.
[Paper] [Project page] [Code]

Multi-person Pose Estimation in Complex Physical Interactions
Wen Guo
ACM MM 2020 (DS).
[Paper]

Datasets

Extreme Pose Interaction (ExPI) Dataset
[Dataset webpage]
Full dataset (mocap, mesh, video) could be downloaded at [Data].

Services

Reviewing for CVPR, ECCV, ACM MM, ICPR, WACV, ACM TOMM, IJCV, TPAMI.

Contact

wen.guo[at]hest[dot]ethz[dot]ch