2025
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss
CVPR 2025poster
In ordinal classification, misclassifying neighboring ranks is common, yet the consequences of these errors are not the same.For example, misclassifying benign tumor categories is less consequential, compared to an error at the pre-cancerous to cancerous threshold, which could profoundly influence t…