Search Results for author: Weitai Kang

Found 2 papers, 0 papers with code

On the Faithfulness of Vision Transformer Explanations

no code implementations1 Apr 2024 Junyi Wu, Weitai Kang, Hao Tang, Yuan Hong, Yan Yan

In contrast, our proposed SaCo offers a reliable faithfulness measurement, establishing a robust metric for interpretations.

Token Transformation Matters: Towards Faithful Post-hoc Explanation for Vision Transformer

no code implementations21 Mar 2024 Junyi Wu, Bin Duan, Weitai Kang, Hao Tang, Yan Yan

To incorporate the influence of token transformation into interpretation, we propose TokenTM, a novel post-hoc explanation method that utilizes our introduced measurement of token transformation effects.

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