ActiveGLAE: A Benchmark for Deep Active Learning with Transformers. - Lukas Rauch; Matthias Aßenmacher; Denis Huseljic; Moritz Wirth; Bernd Bischl; Bernhard Sick (ECML/PKDD (1), 2023)

Active Bird2Vec: Towards End-to-End Bird Sound Monitoring with Transformers. - Lukas Rauch; Raphael Schwinger; Moritz Wirth; Bernhard Sick; Sven Tomforde; Christoph Scholz 001 (CoRR, 2023)

Towards Deep Active Learning in Avian Bioacoustics. - Lukas Rauch; Denis Huseljic; Moritz Wirth; Jens Decke; Bernhard Sick; Christoph Scholz 001 (IAL@PKDD/ECML, 2024)

BirdSet: A Multi-Task Benchmark for Classification in Avian Bioacoustics. - Lukas Rauch; Raphael Schwinger; Moritz Wirth; René Heinrich; Jonas Lange; Stefan Kahl; Bernhard Sick; Sven Tomforde; Christoph Scholz 001 (CoRR, 2024)

BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics. - Lukas Rauch; Raphael Schwinger; Moritz Wirth; René Heinrich; Denis Huseljic; Marek Herde; Jonas Lange; Stefan Kahl; Bernhard Sick; Sven Tomforde; Christoph Scholz 001 (ICLR, 2025)

No Free Lunch in Active Learning: LLM Embedding Quality Dictates Query Strategy Success. - Lukas Rauch; Moritz Wirth; Denis Huseljic; Marek Herde; Bernhard Sick; Matthias Aßenmacher (CoRR, 2025)