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Tim Roith Tim Roith
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  • Papers and Talks
    Tim Roith

    Tim Roith

    Substitute Professor at TUM

    • Munich, Germany
    • Google Scholar
    • ResearchGate
    • GitHub
    • tim{dot}roith{at}tum{dot}de

    Online Talk at the BIRS Workshop on Interacting Particle Systems in Hangzhou

    June 30, 2026

    I gave an online talk titled “Mean-field Models for Self-attention Dynamics in Transformers” at the BIRS workshop Interacting Particle Systems: Theoretical Innovations and Practical Applications in Hangzhou, China. My talk was based on the following paper:

    Analysis of mean-field models arising from self-attention dynamics in transformer architectures with layer normalization

    Updated: June 30, 2026

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    Talk at the Joint Seminar of TUM, LMU and KU Ingolstadt

    June 25, 2026

    I gave a talk at the joint seminar of TUM, LMU and KU Ingolstadt, hosted at KU Ingolstadt. My talk was based on the following paper:

    Workshop on the Mathematics of Transformers at University of Würzburg

    June 17, 2026

    I gave a talk at the Workshop on the Mathematics of Transformers, hosted at Julius Maximilians University of Würzburg. You can find more details on the event here and my talk was based on the following paper:

    Talk at the 11th International Conference on Curves and Surfaces in Saint-Malo

    June 10, 2026

    I gave a talk at the 11th International Conference on Curves and Surfaces in Saint-Malo, France. My talk was based on the following paper:

    Allure of Craquelure: A Variational-Generative Approach to Crack Detection in Paintings

    February 10, 2026

    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.

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