Yuming DU 杜禹明


Email: dulucas24 AT gmail DOT com



I'm a Research Scientist in Meta. I obtained Ph.D. in 2023 under the supervision of Prof. Vincent Lepetit.


Publications [Google Scholar]

(* indicates equal contribution)

Avatars Grow Legs: Generating Smooth Human Motion from Sparse Tracking Inputs with Diffusion Model
Yuming Du, Robin Kips, Albert Pumarola, Sebastian Starke, Ali Thabet, Artsiom Sanakoyeu
CVPR 2023
[paper|code|project page]
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
Multi-Finger Grasping Like Humans
Yuming Du, Philippe Weinzaepfel, Vincent Lepetit, Romain Brégier
IROS 2022
Learning to Better Segment Objects from Unseen Classes with Unlabeled Videos
Yuming Du, Yang Xiao, Vincent Lepetit
ICCV 2021
[paper|project page]
Predicting Sharp and Accurate Occlusion Boundaries in Monocular Depth Estimation Using Displacement Fields
Michael Ramamonjisoa*, Yuming Du*, Vincent Lepetit
CVPR 2020
1st Place UVO Open-World Segmentation Challenge Reports
Yuming Du, Wen Guo, Yang Xiao, Vincent Lepetit
Tech Reports of ICCV 2021 UVO Challenge
TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut
Yangtao Wang, Xi Shen, Yuan Yuan, Yuming Du, Maomao Li, Shell Xu Hu, James L Crowley, Dominique Vaufreydaz
Arxiv (In Submission)
PIZZA: A Powerful Image-only Zero-Shot Zero-CAD Approach to 6DoF Tracking
Van Nguyen Nguyen*, Yuming Du*, Yang Xiao, Michael Ramamonjisoa, Vincent Lepetit
3DV 2022 (Oral)
A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation
Georgy Ponimatkin, Nermin Samet, Yang Xiao, Yuming Du, Renaud Marlet, Vincent Lepetit
WACV 2023
PoseContrast: Class-Agnostic Object Viewpoint Estimation in the Wild with Pose-Aware Contrastive Learning
Yang Xiao, Yuming Du, Renaud Marlet
3DV 2021 (Oral)
Rethinking on Multi-stage Networks for Human Pose Estimation
Wenbo Li, Zhicheng Wang, Binyi Yin, Qixiang Peng, Yuming Du, Tianzi Xiao, Gang Yu, Hongtao Lu, Yichen Wei, Jian Sun
Champion of ECCV 2018 COCO Keypoint Detection Challenge

Honors and Awards

Academic Service

© Yuming Du | Last updated: Mar. 2024 | .