How do we find rare, subtle categories in imbalanced data?
This accepted paper by Kawtar Zaher, et al. introduces PF-MA: an active learning strategy that prioritizes likely positives near the decision boundary to boost retrieval and classifier performance.
Check it out at the FGVC workshop! #CVPR