Tim Roith
Substitute Professor at TUM
- Munich, Germany
- Google Scholar
- ResearchGate
- GitHub
- tim{dot}roith{at}tum{dot}de
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Allure of Craquelure: A Variational-Generative Approach to Crack Detection in Paintings
Together with Laura Paul, Holger Rauhut, Martin Burger and Samira Kabri we posted a new preprint on Allure of Craquelure: A Variational-Generative Approach to Crack Detection in Paintings.
Bridging AI and Theory: Workshop on the Mathematics of Transformers at DESY
At a recent workshop hosted by DESY, around 30 experts from across Europe came together to explore the theoretical foundations of transformers, the core architecture behind modern large language models. Organized by researchers from DESY, Helmholtz Imaging,...
Position-Blind Ptychography: Viability of image reconstruction via data-driven variational inference
We put a preprint on the arXiv dealing with position-blind pytychography. Compared to the standard setup, here we ask ourselves how well the reconstruction problem can be solved, when the scan position are completely unknown. Furthermore, we explore how to ...
Adversarial flows: A gradient flow characterization of adversarial attacks
I’m happy to share that our paper Adversarial flows: A gradient flow characterization of adversarial attacks has been published in the European Journal of Applied Mathematics.