Norman Müller

AI Researcher for 3D Generative AI

prof_pic.jpg

mail[at]normanm[dot]de

Hi! I’m Norman, AI Researcher at Meta in Zurich. I completed my PhD at the Visual Computing and Artificial Intelligence group of Prof. Matthias Niessner at the Technical University of Munich, Germany. My work focuses on 3D generative models, 3D reconstruction and (dynamic) scene understanding.

Additionally, I hold a Master in Informatics as in Mathematics from the RTWH Technical University of Aachen, Germany, graduating with high distinction and at the top of the class.

In the past, I have worked at BMW Munich in R&D for robotics/VR and did two internships with Peter Kontschieder from Meta Zurich.

news

Jun 29, 2025 3 Papers accepted to ICCV 2025: FlowR, GGS, and Easy3D
Oct 01, 2024 LG3D accepted at SIGGRAPH ASIA’24 and CoDi accepted for NeurIPS24
Jul 01, 2024 Surf-D got accepted at ECCV
Feb 27, 2024 3 papers accepted at CVPR: MultiDiff (first author), ViewDiff and Consistent Dreamer
May 21, 2023 I joined Meta as AI Research Engineer!

selected publications

  1. flowr.gif
    FlowR: Flowing from Sparse to Dense 3D Reconstructions
    Tobias Fischer , Samuel Rota Bulò , Yung-Hsu Yang , and 7 more authors
    arXiv preprint arXiv:2504.01647, 2025
  2. ggs.gif
    Generative Gaussian splatting: Generating 3D scenes with video diffusion priors
    Katja Schwarz , Norman Mueller , and Peter Kontschieder
    arXiv preprint arXiv:2503.13272, 2025
  3. easy3d.gif
    Easy3D: A Simple Yet Effective Method for 3D Interactive Segmentation
    Andrea Simonelli , Norman Müller, and Peter Kontschieder
    arXiv preprint arXiv:2504.11024, 2025
  4. codi.gif
    Coherent 3D Scene Diffusion From a Single RGB Image
    Manuel Dahnert , Angela Dai , Norman Müller, and 1 more author
    In The Thirty-eighth Annual Conference on Neural Information Processing Systems , 2024
  5. multidiff.gif
    MultiDiff: Consistent Novel View Synthesis from a Single Image
    Norman Müller, Katja Schwarz , Barbara Rössle , and 4 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , Jun 2024
  6. viewdiff.gif
    ViewDiff: 3D-Consistent Image Generation with Text-To-Image Models
    Lukas Höllein , Aljaž Božič , Norman Müller, and 5 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , Jun 2024
  7. ganerf.gif
    Ganerf: Leveraging discriminators to optimize neural radiance fields
    Barbara Roessle , Norman Müller, Lorenzo Porzi , and 3 more authors
    ACM Transactions on Graphics (TOG), Jun 2023
  8. diffrf.gif
    DiffRF: Rendering-Guided 3D Radiance Field Diffusion
    Norman Müller, Yawar Siddiqui , Lorenzo Porzi , and 3 more authors
    In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , Jun 2023
  9. panopli.gif
    Panoptic Lifting for 3D Scene Understanding with Neural Fields
    Yawar Siddiqui , Lorenzo Porzi , Samuel Rota Buló , and 4 more authors
    In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , Jun 2023
  10. autorf.gif
    AutoRF: Learning 3D Object Radiance Fields From Single View Observations
    Norman Müller, Andrea Simonelli , Lorenzo Porzi , and 3 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , Jun 2022
  11. sbo.gif
    Seeing Behind Objects for 3D Multi-Object Tracking in RGB-D Sequences
    Norman Müller, Yu-Shiang Wong , Niloy J. Mitra , and 2 more authors
    In Proc. Computer Vision and Pattern Recognition (CVPR), IEEE , Jun 2021