A Concept-Based Explainability Framework for Large Multimodal Models

Jayneel Parekh, Pegah Khayatan, Mustafa Shukor, Alasdair Newson, Matthieu Cord

NeurIPS 2024

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A Concept-Based Explainability Framework for Large Multimodal Models

Abstract

A Concept-Based Explainability Framework for Large Multimodal Models. Published at Advances in Neural Information Processing Systems 2024. By Jayneel Parekh, Pegah Khayatan, Mustafa Shukor, Alasdair Newson, Matthieu Cord. Research from valeo.ai.