most citedBuilding Reliable Explanations of Unreliable Neural Networks: Locally Smoothing Perspective of Model Interpretation

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cs.CV2021★ 1 cited

Building Reliable Explanations of Unreliable Neural Networks: Locally Smoothing Perspective of Model Interpretation

Dohun Lim, Hyeonseok Lee, Sungchan Kim

We present a novel method for reliably explaining the predictions of neural networks. We consider an explanation reliable if it identifies input features relevant to the model outp…