Rudolf Herdt

Theses (Selection)complete list

1. Herzkrankheitsprognosen mit Hilfe mathematischer Modelle (Lennard Stuhldreher)

Publications (Selection)complete list

1. J. G. Maaß, R. Herdt, L. Kinzel, M. Walther, H. Fröhlich, T. Schubert, C. Schaaf, P. Maaß.
   Enhancing the analysis of murine neonatal ultrasonic vocalizations: Development, evaluation, and application of different mathematical models.
   The Journal of the Acoustical Society of America, 156(4):2448-2466, 2024.

   DOI: 10.1121/10.0030473

2. R. Herdt, M. Schmidt, D. Otero Baguer, J. Le Clerc Arrastia, P. Maaß.
   How GAN Generators can Invert Networks in Real-Time.
   The 15th Asian Conference on Machine Learning - ACML 2023, 11.11.-14.11.2023.
   PMLR, 222:422-437, 2024.

   online at: https://proceedings.mlr.press/v222/herdt24a.html

3. R. Herdt, P. Maaß.
   Visualize and Paint GAN Activations.
   2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP), 22.09.-25.09.2024, London, UK.
   IEEE, 2024.

   DOI: 10.1109/MLSP58920.2024.10734757

4. R. Herdt, M. Schmidt, D. Otero Baguer, P. Maaß.
   Smooth Deep Saliency.
   Zur Veröffentlichung eingereicht.

   online at: https://arxiv.org/abs/2404.02282

5. R. Herdt, M. Schmidt, D. Otero Baguer, J. Le Clerc Arrastia, P. Maaß.
   Model Stitching and Visualization How GAN Generators can Invert Networks in Real-Time.
   Zur Veröffentlichung eingereicht.

   online at: https://arxiv.org/abs/2302.02181