About me

Ph.D. student at INRIA RobotLearn team (former Perception team) and IRI, supervised by Dr.Xavier Alameda-Pineda and Dr.Francesc Moreno-Noguer.

Before that I got bachelor and master degree from Beihang University, and a double master degree from CentraleSupélec.


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.


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

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]

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).


Extreme Pose Interaction (ExPI) Dataset
It contains 115 sequences of exteme Lindy Hop poses, with 3D MoCap data (annotated from 20 mocap cameras and manual clean), multi-view images (68 views) and 3D shapes as texured meshes. Welcome to download the [Data].


Reviewing for ECCV’22, ACM MM’20-22, ICPR’21, WACV’21-22, ACM TOMM, IJCV.