Jingbo Yan

Learning Dual-Path Soft Decision Trees for Vision Prototype XAI

2025 · IEEE Access

Following the principle of “this part supports that decision,” prototype-based models achieve visual task reasoning by matching parts to reference patterns. While the explanations are intuitive, they are not locally faithful and fail to quantify …