New Diffusion Model Offers Concept-Based Visual Counterfactual Explanations

2026-07-28

A novel diffusion framework, C-VCE, integrates classification directly into the generative model, utilizing human-interpretable concepts for visual counterfactual explanations. This approach aims to enhance robustness and deployability in safety-critical applications.

Source: arXiv · cs.AI

Reported by VERA Newswire.