DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations

Yiwei Lyu, Paul Pu Liang, Zihao Deng, Ruslan Salakhutdinov, Louis-Philippe Morency. DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations. In Vincent Conitzer, John Tasioulas, Matthias Scheutz, Ryan Calo, Martina Mara, Annette Zimmermann, editors, AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19 - 21, 2021. pages 455-467, ACM, 2022. [doi]

Abstract

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