Technical articles · 2023.04.17
Concept-based models: understanding AI decisions
Konzept-basierte Modelle – Wie visuelle Konzepte helfen, die Entscheidung einer KI zu verstehen
Overview
Introduces concept-based image classification and the concept/task-model pipeline. Traffic-sign and bird-image examples show why correlated concepts can yield convincing predictions without faithful visual grounding, motivating evaluation of the concept explanations themselves.