activity
20192026
most citedA Survey on Cost Types, Interaction Schemes, and Annotator Performance Models in Selection Algorithms for Active Learning in Classification

18 citations · 36 across the 16 of their papers we have counts for

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cs.SD2024★ 1 cited

Towards Deep Active Learning in Avian Bioacoustics

Lukas Rauch, Denis Huseljic, Moritz Wirth +3

Passive acoustic monitoring (PAM) in avian bioacoustics enables cost-effective and extensive data collection with minimal disruption to natural habitats. Despite advancements in co…

cs.SD2024★ 4 cited

BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics

Lukas Rauch, Raphael Schwinger, Moritz Wirth +8

Deep learning (DL) has greatly advanced audio classification, yet the field is limited by the scarcity of large-scale benchmark datasets that have propelled progress in other domai…