Hasan Md Tusfiqur Alam

ConceptLens: Interactive Concept Bottlenecks for Black-Box Models

Most interpretability tools explain model decisions post-hoc but offer limited support for user action. We present ConceptLens, a model-agnostic framework that transforms explanations into an interactive interface for probing pre-trained classifiers across domains and modalities. By extracting concept vectors and fitti...