Rudolf Herdt

Publications (Selection)complete list

1. 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

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

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

3. 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

4. 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

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