Eldon Schoop

schoolUniversity of Californiabar_chart#3729 Global Rank

Total Papers

HCI Rank

#3729

Research Areas

Years Active

Recent Publications

Predicting and Explaining Mobile UI Tappability with Vision Modeling and Saliency Analysis

UI designers often correct false affordances and improve the discoverability of features when users have trouble determining if elements are tappable. We contribute a novel system that models the perceived tappability of mobile UI elements with a vision-based deep neural network and helps provide design insights with…

CHI '211st AuthorExplainable AI (XAI) +1

UMLAUT: Debugging Deep Learning Programs using Program Structure and Model Behavior

Training deep neural networks can generate non-descriptive error messages or produce unusual output without any explicit errors at all. While experts rely on tacit knowledge to apply debugging strategies, non-experts lack the experience required to interpret model output and correct Deep Learning (DL) programs. In thi…

CHI '181st AuthorVisual Impairment Technologies (Screen Readers, Tactile Graphics, Braille) +1

HindSight: Enhancing Spatial Awareness by SonifyingDetected Objects in Real-Time 360-Degree Video

Our perception of our surrounding environment is limited by the constraints of human biology. The field of augmented perception asks how our sensory capabilities can be usefully extended through computational means. We argue that spatial awareness can be enhanced by exploiting recent advances in computer vision which…

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