Norman Müller

AI Research Engineer for 3D Computer Vision

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mail[at]normanm[dot]de

Hi! I’m Norman, AI Research Engineer 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

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!
Feb 27, 2023 2 papers accepted as Highlights at CVPR: DiffRF (first author) and Panoptic Lifting
Feb 27, 2023 AutoRF (first author) was accepted at CVPR!

selected publications

  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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