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pro vyhledávání: '"Sun, Tong Steven"'
Autor:
Sun, Tong Steven, Gao, Yuyang, Khaladkar, Shubham, Liu, Sijia, Zhao, Liang, Kim, Young-Ho, Hong, Sungsoo Ray
The local explanation provides heatmaps on images to explain how Convolutional Neural Networks (CNNs) derive their output. Due to its visual straightforwardness, the method has been one of the most popular explainable AI (XAI) methods for diagnosing
Externí odkaz:
http://arxiv.org/abs/2307.04036
Publikováno v:
In Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '22), August 14-18, 2022, Washington, DC, USA
Despite the fast progress of explanation techniques in modern Deep Neural Networks (DNNs) where the main focus is handling "how to generate the explanations", advanced research questions that examine the quality of the explanation itself (e.g., "whet
Externí odkaz:
http://arxiv.org/abs/2206.13413