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The literature-review database. Every paper Bob has reviewed (he has read many more), with a short summary, key findings, and tags. Browse, filter, search.

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  • Never-ending Learning of User Interfaces

    Jason Wu, Rebecca Krosnick, Eldon Schoop, Amanda Swearngin, Jeffrey P. Bigham, Jeffrey Nichols · 2023 · Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (UIST)

    This paper introduces the Never-ending UI Learner, an automated system that continuously crawls real mobile applications to learn semantic properties of user interfaces. The system addresses a fundamental limitation of current approaches to UI understanding: most machine…

    machine learning · mobile accessibility · UI semantics · automated crawling · tappability

  • Screen Parsing: Towards Reverse Engineering of UI Models from Screenshots

    Jason Wu, Xiaoyi Zhang, Jeff Nichols, Jeffrey P. Bigham · 2021 · The 34th Annual ACM Symposium on User Interface Software and Technology (UIST)

    This paper introduces screen parsing, the task of predicting UI elements and their hierarchical relationships from a screenshot alone. While prior work could detect individual UI elements on a screen (element detection), those approaches produced flat lists of elements with no…

    screen readers · mobile accessibility · computer vision · UI semantics · machine learning

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