Oct 22, 2019 ¡¤ In this paper, we focus on a popular and widely used method of XAI, the Layer-wise Relevance Propagation (LRP). Since its initial proposition ...
In this paper we investigate — and for the first time quantify — the effect of this current best practice on feedforward neural networks in a visual object ...
We investigate – and for the first time quantify – the effect of this current best practice on feedforward neural networks in a visual object detection setting.
This chapter describes Layer-wise Relevance Propagation (LRP), a propagation-based explanation technique that can explain the decisions of a variety of ML ...
... While LRP builds the general framework for the backpropagation, several LRP rules optimizing different properties have been introduced. Best practices on ...
Oct 22, 2019 ¡¤ In this paper, we focus on a popular and widely used method of XAI, the Layer-wise Relevance Propagation (LRP). Since its initial proposition ...
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Oct 22, 2019 ¡¤ In this paper, we focus on a popular and widely used method of XAI, the Layer-wise Relevance Propagation (LRP). Since its initial proposition ...
In this paper, we focus on a popular and widely used method of XAI, the Layer-wise Relevance Propagation (LRP). Since its initial proposition LRP has evolved as ...
Towards best practice in explaining neural network decisions with LRP. M Kohlbrenner, A Bauer, S Nakajima, A Binder, W Samek, S Lapuschkin.
Co-authors ; Towards best practice in explaining neural network decisions with LRP. M Kohlbrenner, A Bauer, S Nakajima, A Binder, W Samek, S Lapuschkin. 2020 ...