Publications
-
Fine-Grained Spatially Varying Material Selection in Images
Julia Guerrero-Viu, Michael Fischer, Iliyan Georgiev, Elena Garces, Diego Gutierrez, Belen Masia, Valentin Deschaintre
SIGGRAPH Asia 2025 (conditional accept)
PDF Cite -
Efficient and Accurate Optimization in Inverse Rendering and Computer Graphics
Michael Fischer
PhD Thesis, UCL 2025
PDF -
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 -
Stochastic Gradient Estimation for Higher-order Differentiable Rendering
Zican Wang, Michael Fischer, Tobias Ritschel
ICCV 2025 (Highlight)
PDF Cite Project Page -
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