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Human-Computer Interaction

The study of how humans interact with computers and how to design more usable computing interfaces.

Prototype Generation: Robust Feature Visualisation for Data Independent Interpretability

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The article introduces Prototype Generation, a robust form of feature visualisation for model-agnostic, data-independent interpretability of image classification models. It counters previous claims that feature visualisation algorithms are untrustworthy due…

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