Search Results for author: Congyi Li

Found 1 papers, 1 papers with code

Good-looking but Lacking Faithfulness: Understanding Local Explanation Methods through Trend-based Testing

1 code implementation9 Sep 2023 Jinwen He, Kai Chen, Guozhu Meng, Jiangshan Zhang, Congyi Li

While enjoying the great achievements brought by deep learning (DL), people are also worried about the decision made by DL models, since the high degree of non-linearity of DL models makes the decision extremely difficult to understand.

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