The paper introduces a framework of four complementary analyses to evaluate the faithfulness of synthetic concept images from zero-shot T2I models versus real images for concept-based XAI.
Indepen- dently published, 2022
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A Framework for Evaluating Zero-Shot Image Generation in Concept-based Explainability
The paper introduces a framework of four complementary analyses to evaluate the faithfulness of synthetic concept images from zero-shot T2I models versus real images for concept-based XAI.