2 papers
cs.CV2025
ProtoSolo: Interpretable Image Classification via Single-Prototype Activation
Yitao Peng, Lianghua He, Hongzhou Chen
Although interpretable prototype networks have improved the transparency of deep learning image classification, the need for multiple prototypes in collaborative decision-making in…
cs.CV2025
Hierarchical Salient Patch Identification for Interpretable Fundus Disease Localization
Yitao Peng, Lianghua He, Die Hu
With the widespread application of deep learning technology in medical image analysis, the effective explanation of model predictions and improvement of diagnostic accuracy have be…