Xiao Fu (付潇)

Ph.D @ MMLab, CUHK

Hi, stranger, welcome to stand by! I am a Ph.D. at Multimedia Laboratory (MMLab) of The Chinese University of Hong Kong (2023-Present), supervised by Prof. Dahua Lin. I received my B.Eng (Honors) degree (2018-2022) at Zhejiang University, supervised by Prof. Yiyi Liao. I am lucky to have research collaboration with Prof. Andreas Geiger. I am dedicated to enhance my professional skills in the field of machine learning and cultivate the ability of innovation.

Research interest: compact and efficient visual computing, including

  • Foundation GenAI (Image/Video/3D/4D)
  • Visual Reconstruction, Analysis and Reasoning
  • User-friendly Controlbility and Editing

News

Jul. 01, 2024 One paper is accepted to ECCV 2024
Oct. 20, 2023 Invited talk at Shenlan Open Courses on ''Panoramic Label Rendering for Autonomous Driving Simulator''.
Aug. 01, 2023 Co-orgranize OmniObject3D Challenge in AI for 3D Content Creation Workshop at ICCV'23.
Mar. 31, 2023 Awarded Hong Kong PhD Fellowship Scheme (HKPFS). Thx study life in ZJU!
Feb. 28, 2023 One paper is accepted to CVPR 2023, as Best Paper Award Candidate
Aug. 02, 2022 One paper is accepted to 3DV 2022
May 23, 2022 Outstanding Graduation Thesis of Zhejiang University
Dec. 21, 2021 Awarded ZJU ISEE Yuelun Alumni Scholarship 2021
Dec. 08 2021 Awarded ZJU ISEE Excellent Student Award (Dean's Honor Undergraduate)
Oct. 16, 2021 Awarded National Scholarship 2021

Selected Research

Full publication list can be found on Google Scholar

  1. GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single Image
    GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single Image
    Xiao Fu*, Wei Yin*, Mu Hu*, Kaixuan Wang, Yuexin Ma, Ping Tan, Shaojie Shen, Dahua Lin, and Xiaoxiao Long
    European Conference on Computer Vision (ECCV), 2024
  1. Panoptic Neural Representation for 360º 3D-to-2D Label Transfer in Urban Scenes
    PanopticNeRF-360: Panoramic 3D-to-2D Label Transfer in Urban Scenes
    Xiao Fu, Shangzhan Zhang, Tianrun Chen, Yichong Lu, Xiaowei Zhou, Andreas Geiger, and Yiyi Liao
    arXiv Preprint, 2023
  1. OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation
    OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation
    Tong Wu, Jiarui Zhang, Xiao Fu, Yuxin Wang, Jiawei Ren, Liang Pan, Wayne Wu, Lei Yang, Jiaqi Wang, Chen Qian, Dahua Lin, and Ziwei Liu
    Computer Vision and Pattern Recognition (CVPR), 2023,
  1. Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation
    Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation
    Xiao Fu, Shangzhan Zhang, Tianrun Chen, Yichong Lu, Lanyun Zhu, Xiaowei Zhou, Andreas Geiger, and Yiyi Liao
    International Conference on 3D Vision (3DV), 2022

Honors & Awards

CVPR Best Paper Award Candidate 2023
Hong Kong PhD Fellowship Scheme (HKPFS), Hong Kong SAR 2023
CUHK Vice-Chancellor HKPFS Scholarship 2023
Outstanding Graduation Thesis Award of Zhejiang University 2022
National Scholarship, Ministry of Education of P.R. China 2020, 2021
ZJU ISEE Excellent Student Award, Dean's Honor Graduate 2021
ZJU ISEE Yuelun Alumni Scholarship, Dean’s Award for Academic Contest 2020, 2021
Gold Prize, 7th “Internet Plus” College Student Innovation and Entrepreneurship Contest, Team Leader 2021
Finalist Winner, Mathematical Contest in Modeling (MCM/ICM) 2020