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Oct 2026
ConceptLens: Interactive Concept Bottlenecks for Black-Box Models
ConceptLens is a model-agnostic framework that transforms explanations into an interactive interface for probing pre-trained classifiers across domains and modalities, and enables users to evaluate local fidelity, perform what-if analysis, conduct counterfactual searches, and generate evidence-grounded explanations.
Hasan Md Tusfiqur Alam, Abdulrahman Mohamed Selim, László Kopácsi et al.
· Proceedings of the 28th Inte... · 0 citations