COMFORT
Our project COMFORT: Compression Methods for Robustness and Transferability is being funded by the BMBF!
Tim Roith
Postdoc at Helmholtz Imaging, DESY
- Hamburg, Germany
- ResearchGate
- GitHub
- tim{dot}roith{at}desy{dot}de
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Introduction to Regularization and Learning Methods for Inverse Problems
Together with Danielle Bednarski we uploaded our lecture notes Introduction to Regularization and Learning Methods for Inverse Problems to arXiv. The notes are based on a course we taught at the University of Hamburg in the winter term 2024/2025.
Consensus-based optimization for closed-box adversarial attacks and a connection to evolution strategies
Together with Leon Bungert and Philipp Wacker we uploaded a paper to arXiv, which shows how CBO can be used to create closed-box adversarial attacks. Beyond that we establish an interesting connection between CBO and evolution strategies. The paper can be f...
Analysis of mean-field models arising from self-attention dynamics in transformer architectures with layer normalization
I’m happy to share that our paper Analysis of mean-field models arising from self-attention dynamics in transformer architectures with layer normalization has been published in the Philosophical Transactions of the Royal Society A.
Dr.-Klaus-Körper Prize
I am very happy to share that I was awarded the Dr.-Klaus-Körper Prize for my PhD thesis today. The prize is awarded by the GAMM at the annual meeting in Poznań.