2025
FaCT: Faithful Concept Traces for Explaining Neural Network Decisions
NeurIPS 2025poster
Deep networks have shown remarkable performance across a wide range of tasks, yet getting a global concept-level understanding of how they function remains a key challenge. Many post-hoc concept-based approaches have been introduced to understand their workings, yet they are not always faithful to t…