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Vedaldi, Andrea
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Explainable AI: interpreting, explaining and visualizing deep learning
Samek W., Montavon G., Vedaldi A., Hansen L., Muller K., Springer International Publishing, New York, NY, 2019. 452 pp. Type: Book (978-3-030289-53-9)
Deep learning has become so dominant in machine learning, and artificial intelligence (AI) as a whole, that its intrinsic lack of interpretability is paradigmatic for the whole field of explainable AI (XAI). This is why progress in int...
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Jul 24 2020
Understanding image representations by measuring their equivariance and equivalence
Lenc K., Vedaldi A. International Journal of Computer Vision 127(5): 456-476, 2019. Type: Article
As the number of artificial intelligence (AI)-based systems that support key aspects of our life, including health and security, increases exponentially, the demand for explainable AI has reached a peak in recent years. In the field of...
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Jun 17 2019
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