When Labels Have Structure: Improving Image Classification with Hierarchy-Aware Cross-Entropy
arXiv:2605.06274v1 Announce Type: cross
Abstract: Standard cross-entropy is the default classification loss across virtually all of machine learning, yet it treats all misclassifications equally, ignoring the semantic distances that a class hierarchy …