arxivcs.SDcs.LG2026-07-07
Determinantal point process sampling for bioacoustic active learning
Eco-acoustic monitoring generates vast volumes of audio data, making active learning a promising approach for reducing annotation effort while efficiently training reliable biodiversity classifiers. This report presents CARE-DPP, a batch active-learning acquisition method submitt…