Cartoon Explanations of Image Classifiers

Author:

Kolek Stefan,Nguyen Duc Anh,Levie Ron,Bruna Joan,Kutyniok Gitta

Publisher

Springer Nature Switzerland

Reference31 articles.

1. Bach, S., Binder, A., Montavon, G., Klauschen, F., Müller, K.R., Samek, W.: On pixel-wise explanations for non-linear classifier decisions by layer-wise relevance propagation. PLoS ONE 10(7), e0130140 (2015)

2. Chang, C., Creager, E., Goldenberg, A., Duvenaud, D.: Explaining image classifiers by counterfactual generation. In: Proceedings of the 7th International Conference on Learning Representations, ICLR (2019)

3. Dabkowski, P., Gal, Y.: Real time image saliency for black box classifiers. In: NIPS (2017)

4. Das, A., Rad, P.: Opportunities and challenges in explainable artificial intelligence (XAI): a survey. ArXiv abs/2006.11371 (2020)

5. DeVore, R.A.: Nonlinear approximation. Acta Numer 7, 51–150 (1998)

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