Yuanye Liu

H$^2$EDL: Hyper Evidential Deep Learning for Hierarchical Classification

Fine-grained recognition often involves hierarchical label spaces, where a model may be confident about a coarse semantic concept while remaining uncertain among its descendant classes. Such structured ambiguity requires uncertainty representations that capture both fine-grained classes and intermediate concepts. Howev...