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Hsin-Yuan Fang

1 paper hereh-index 9592 citations22 works total

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  • middle author1

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  • cs.LG1

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1 paper

cs.LG2026

AIM: Adversarial Information Masking for Faithfulness Evaluation of Saliency Maps

Chia-Ying Hsieh, Hsin-Yuan Fang, Chun-Shu Wei

Post-hoc saliency methods are widely used to interpret deep neural networks, but their faithfulness is difficult to evaluate reliably. Existing evaluations mask features according…

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