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Introducing StylEx: A New Approach for Visual Explanation of Classifiers
Jan. 18, 2022, 9:15 p.m. | Google AI (noreply@blogger.com)
Google AI Blog ai.googleblog.com
Neural networks can perform certain tasks remarkably well, but understanding how they reach their decisions — e.g., identifying which signals in an image cause a model to determine it to be of one class and not another — is often a mystery. Explaining a neural model’s decision process may have high social impact in certain areas, such as analysis of medical images and autonomous driving, where human oversight …
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