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Michael Fischer
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    Publications
    Michael Fischer

    Michael Fischer

    Currently based in:
    London, UK

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    Publications

    • SAMa: Material-aware 3D Selection and Segmentation
      Michael Fischer, Iliyan Georgiev, Thibault Groueix, Vladimir G. Kim, Tobias Ritschel, Valentin Deschaintre
      arXiv preprint
      PDF  Cite  Project Page

    • Higher-Order Differentiable Rendering
      Zican (Robert) Wang, Michael Fischer, Tobias Ritschel
      arXiv preprint
      PDF 

    • Zero Grads: Learning Local Surrogate Losses for Non-Differentiable Graphics
      Michael Fischer, Tobias Ritschel
      SIGGRAPH 2024
      PDF  Code  Cite  Poster Project Page

    • Neural Bounding
      Wenxin Liu, Michael Fischer, Paul D. Yoo, Tobias Ritschel
      SIGGRAPH 2024
      PDF  Code  Cite Project Page

    • NeRF Analogies: Example-Based Visual Attribute Transfer for NeRFs
      Michael Fischer, Zhengqin Li, Thu Nguyen-Phuoc, Aljaž Božič, Zhao Dong, Tobias Ritschel, Carl Marshall
      CVPR 2024
      PDF  Cite Video Poster Project Page

    • Advanced Optimization for Machine Learning in Computer Graphics
      Michael Fischer
      Eurographics 2024, Doctoral Consortium
      PDF 

    • Plateau-Reduced Differentiable Path Tracing
      Michael Fischer, Tobias Ritschel
      CVPR 2023
      PDF  Code  Cite  Video Poster Project Page

    • Learning to Learn and Sample BRDFs
      Chen Liu, Michael Fischer, Tobias Ritschel
      Eurographics 2023
      PDF  Code  Cite  Slides  Project Page 

    • Metappearance: Meta-Learning for Visual Appearance Reproduction
      Michael Fischer, Tobias Ritschel
      SIGGRAPH Asia 2022, Journal Track
      PDF  Code  Cite  Video  Project Page

    • NICER: Aesthetic Image Enhancement with Humans in the Loop
      Michael Fischer, Konstantin Kobs, Andreas Hotho
      Advances in Computer-Human Interactions (ACHI) 2020
      PDF  Code  Cite  Slides

    • Using Neural Networks as a Metric Towards Optimal Automated Image Enhancement Michael Fischer, Konstantin Kobs, Andreas Hotho, Frank Puppe
      Master's Thesis in Computer Science, JMU Wuerzburg
      PDF  Video

    • COSMOPALS: Component Simulation Model for Pulse-Shape Analysis in Positron Annihilation Lifetime Spectroscopy
      Michael Fischer, Danny Petschke, Torsten Staab, Sergio Montenegro
      Bachelor's Thesis in Aerospace Information Technology, JMU Wuerzburg
      PDF

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