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

[03/2024] Joined Meta GenAI as a Research Scientist(Zürich).
[03/2023] Finished my internship at Meta(London).
[01/2022] Finished my internship at Naver Labs Europe(Grenoble).

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

Champion of ICCV 2021 UVO Open-World Segmentation Challenge 2021 on both Image-/Video-track
Champion of ECCV 2018 COCO Keypoint Detection Challenge

Academic Service

Journal/Conference Review:

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