AI RESEARCH
ProDG: Prototypes for Data-Free Generative Post-Hoc Explainability
arXiv CS.CV
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ArXi:2605.08858v1 Announce Type: new Ante-hoc interpretability methods based on prototypes provide highly accurate explanations by utilizing the intuitive "this looks like that" reasoning paradigm. On the other hand, post-hoc models can explain predictions for a single image without relying on an underlying dataset or requiring costly neural network re