BioDCASE: Active Learning for Bioacoustics
There is evidence that transitioning from diversity-based to uncertainty-based selection and explicitly reducing redundancy within acquisition batches improve model training, and initial evidence that larger acquisition batch sizes may be increasingly beneficial later in the labelling process.
Ben McEwen, Rupa Kurinchi-Vendhan, Shi-Qi Zhang et al.
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