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.

News

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.

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).
[Paper]

Datasets

Extreme Pose Interaction (ExPI) Dataset
[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].

Services

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

Contact

wen[dot]guo[at]inria[dot]fr