Yuming DU 杜禹明

Ph.D.

Email: dulucas24 AT gmail DOT com

        


Biography

Research Scientist at Meta.

Ph.D. from ENPC, supervisor: Prof. Vincent Lepetit, Master/Bachelor from Beihang University. Double degree from ECLyon.

News

Publications [Google Scholar]

(* indicates equal contribution)

Autoregressive Distillation of Diffusion Transformers
Yeongmin Kim, Sotiris Anagnostidis, Yuming Du, Edgar Schönfeld, Jonas Kohler, Markos Georgopoulos, Albert Pumarola, Ali Thabet, Artsiom Sanakoyeu
CVPR 2025(Oral)
[paper]
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute
Sotiris Anagnostidis, Gregor Bachmann, Yeongmin Kim, Jonas Kohler, Markos Georgopoulos, Artsiom Sanakoyeu, Yuming Du, Albert Pumarola, Ali Thabet, Edgar Schönfeld
CVPR 2025(Highlight)
[paper]
Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment
Gregor Bachmann, Sotiris Anagnostidis, Albert Pumarola, Markos Georgopoulos, Artsiom Sanakoyeu, Yuming Du, Edgar Schönfeld, Ali Thabet, Jonas Kohler
ICLR 2025(Oral)
[paper]
Movie Gen: A Cast of Media Foundation Models
MovieGen team
Arxiv 2024
[paper|code]
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
[paper|code]
Multi-Finger Grasping Like Humans
Yuming Du, Philippe Weinzaepfel, Vincent Lepetit, Romain Brégier
IROS 2022
[paper|code]
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
[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]
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
TPAMI 2024
[paper|code]
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)
[paper|code]
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
[paper|code]
PoseContrast: Class-Agnostic Object Viewpoint Estimation in the Wild with Pose-Aware Contrastive Learning
Yang Xiao, Yuming Du, Renaud Marlet
3DV 2021 (Oral)
[paper|code]
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
[paper|code]

Honors and Awards

Academic Service


© Yuming Du | Last updated: May. 2025 | .