Portrait
钱深瀚
Shenhan Qian
/ʃɛn hɑn tʃjɑn/

PhD student
Technical University of Munich

Bio

I am a PhD student in the Computer Vision Group led by Prof. Daniel Cremers at the Technical University of Munich. Previously, I spent a year in the Visual Computing Group under the supervision of Prof. Matthias Nießner. I received my Master’s degree in Computer Science from ShanghaiTech University, advised by Prof. Shenghua Gao, and my Bachelor’s degree in Automation from Hunan University.

My research focuses on the visual perception of the physical world, with an emphasis on understanding its geometry, appearance, motion, and articulation. I aim to develop computational models that enable machines to interpret and interact with complex real-world environments more effectively.



Publications

  • DynSUP: Dynamic Gaussian Splatting from An Unposed Image Pair
    Weihang Li*, Weirong Chen*, Shenhan Qian, Jiajie Chen, Daniel Cremers, Haoang Li
    arXiv 2024
    page arxiv summary bibtex

  • MeGA: Hybrid Mesh-Gaussian Head Avatar for High-Fidelity Rendering and Head Editing
    Cong Wang, Di Kang, Heyi Sun, Shenhan Qian, Zixuan Wang, Linchao Bao, Songhai Zhang
    CVPR 2025
    page arxiv code summary bibtex

  • GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians
    Shenhan Qian, Tobias Kirschstein, Liam Schoneveld, Davide Davoli*, Simon Giebenhain, Matthias Nießner†
    CVPR 2024 (Highlight)
    page arxiv video code face tracker poster summary bibtex

  • NeRSemble: Multi-view Radiance Field Reconstruction of Human Heads
    Tobias Kirschstein, Shenhan Qian, Simon Giebenhain, Tim Walter, Matthias Nießner†
    SIGGRAPH 2023
    page arxiv video code summary bibtex

  • Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing
    Lu Dai*, Liqian Ma†, Shenhan Qian, Hao Liu, Ziwei Liu†, Hui Xiong†
    ICCV 2023
    page paper summary bibtex

  • UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation
    Shenhan Qian*, Jiale Xu, Ziwei Liu, Liqian Ma†, Shenghua Gao
    ECCV 2022
    page arxiv video talk (Chinese) code poster summary bibtex

  • Dual-Space NeRF: Learning Animatable Avatars and Scene Lighting in Separate Spaces
    Yihao Zhi*, Shenhan Qian*, Xinhao Yan*, Shenghua Gao†
    3DV 2022
    page arxiv video code summary bibtex

  • Feature Re-Representation and Reliable Pseudo Label Retraining for Cross-Domain Semantic Segmentation
    Jing Li, Kang Zhou, Shenhan Qian, Wen Li, Lixin Duan, Shenghua Gao†
    T-PAMI 2022
    paper bibtex

  • Speech Drives Templates: Co-Speech Gesture Synthesis with Learned Templates
    Shenhan Qian*, Zhi Tu*, Yihao Zhi*, Wen Liu, Shenghua Gao†
    ICCV 2021
    page arxiv paper video code poster summary bibtex

  • KGDet: Keypoint-Guided Fashion Detection
    Shenhan Qian*, Dongze Lian*, Binqiang Zhao, Tong Liu, Bohui Zhu, Hai Li, Shenghua Gao†
    AAAI 2021
    paper code summary bibtex

  • Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild
    Zhaoyuan Yin, Jia Zheng, Weixin Luo, Shenhan Qian, Hanling Zhang†, Shenghua Gao
    CVPR 2021
    arxiv paper code summary bibtex

Projects

  • Versatile Head Alignment with Adaptive Appearance Priors
    Sep, 2024
    Open Source Project
    code summary

  • DeepFashion2 Challenge (CVPR 2020 Workshop)
    Apr, 2020
    3rd Place in the Landmark Estimation Track
    record code summary

  • Lane Detection with An Instance Segmentation Approach
    May, 2019
    Bachelor's Thesis
    code summary

  • College Student Electronics Design Contest of Hunan Province
    Aug, 2018
    1st Prize
    summary

  • National College Student Electronics Design Contest
    Aug, 2017
    2nd Prize in Hunan Province
    summary

Services

  • Conference Reviewer
    • CVPR 2025/2024/2023
    • ICCV 2025/2023
    • ECCV 2024
    • WACV 2023
    • SIGGRAPH Asia 2024
    • EUROGRAPHICS 2025
  • Journal Reviewer
    • TPAMI
    • TVCG
    • Neural Computing and Applications
    • Computer Graphics Forum

Teaching

Awards

  • Outstanding Graduate of Shanghai
    Jun, 2022
  • Merit Student of ShanghaiTech University
    Jan, 2022
  • China National Scholarship
    Oct, 2021
  • First-class Scholarship of Hunan University
    2016, 2017, 2018