Dipl.-Ing. Hannes Kath

Contact

Address (Oldenburg) Technologie- und Gründerzentrum OldenburgMarie-Curie-Str. 126129 Oldenburg

Publications

The Speed-up Factor: A Quantitative Multi-Iteration Active Learning Performance Metric
Hannes Kath; Thiago Gouvea; Daniel Sonntag
In: Transactions on Machine Learning Research (TMLR), Pages 1-22, 2/2026.
Speeding Up Bioacoustic Data Analysis: Fine-Tuning Deep Models with Active Learning for Efficient Wildlife Detection
Hannes Kath; Thiago Gouvea; Daniel Sonntag
In: GoodIT '25: Proceedings of the 2025 International Conference on Information Technology for Social Good. ACM International Conference on Information Technology for Social Good (GoodIT-2025), located at GoodIT-2025, September 3-5, Antwerpen, Belgium, Association for Computing Machinery, 9/2025.
Intermediate-Task Transfer Learning for Bioacoustic Data
Hannes Kath; Thiago Gouvêa; Daniel Sonntag
In: KI 2025: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2025), located at KI-2025, September 16-19, Potsdam, Germany, ISBN 978-3-032-02813-6, Springer Nature Switzerland, 9/2025.