Images with rare compositional attributes are classified less accurately; upweighting them during data augmentation improves accuracy on those images.
Learning imbalanced datasets with label-distribution-aware margin loss
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Compositional Attribute Imbalance in Vision Datasets
Images with rare compositional attributes are classified less accurately; upweighting them during data augmentation improves accuracy on those images.