3 citations · 5 across the 5 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
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★ 3 cited
AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images
Yihang Liu, Lianghua He, Ying Wen +2
Current self-supervised methods, such as contrastive learning, predominantly focus on global discrimination, neglecting the critical fine-grained anatomical details required for ac…