On the Benefits of Uncertainty Estimation for Species Classification: A Case Study on Optimizing Expert re-Annotation.

arXiv:2610.25977v1 Announce Type: new Abstract: Automated identification of diatoms from microscopic images is a cornerstone of large-scale freshwater biomonitoring, yet the high diversity of species and strong class imbalance pose significant challenges for r