Discriminative Span as a Predictor of Synthetic Data Utility via Classifier Reconstruction
arXiv:2605.09697v2 Announce Type: replace
Abstract: In many real-world computer vision applications, including medical imaging and industrial inspection, binary classification tasks are characterized by a severe scarcity of positive samples. A widely …