Understanding design collaboration between designers and artificial intelligence: a systematic literature review
Recent interest in design through the artificial intelligence (AI) lens is rapidly increasing.
Designers, as a special user group interacting with AI, have received more attention in the …
Designers, as a special user group interacting with AI, have received more attention in the …
Screen2words: Automatic mobile UI summarization with multimodal learning
Mobile User Interface Summarization generates succinct language descriptions of mobile
screens for conveying important contents and functionalities of the screen, which can be …
screens for conveying important contents and functionalities of the screen, which can be …
Webui: A dataset for enhancing visual ui understanding with web semantics
Modeling user interfaces (UIs) from visual information allows systems to make inferences
about the functionality and semantics needed to support use cases in accessibility, app …
about the functionality and semantics needed to support use cases in accessibility, app …
Evaluating a large language model on searching for gui layouts
P Brie, N Burny, A Sluÿters… - Proceedings of the ACM on …, 2023 - dl.acm.org
The field of generative artificial intelligence has seen significant advancements in recent
years with the advent of large language models, which have shown impressive results in …
years with the advent of large language models, which have shown impressive results in …
Never-ending learning of user interfaces
Machine learning models have been trained to predict semantic information about user
interfaces (UIs) to make apps more accessible, easier to test, and to automate. Currently …
interfaces (UIs) to make apps more accessible, easier to test, and to automate. Currently …
Data-driven prototyping via natural-language-based GUI retrieval
Rapid GUI prototyping has evolved into a widely applied technique in early stages of
software development to facilitate the clarification and refinement of requirements …
software development to facilitate the clarification and refinement of requirements …
GANSpiration: Balancing Targeted and Serendipitous Inspiration in User Interface Design with Style-Based Generative Adversarial Network
Inspiration from design examples plays a crucial role in the creative process of user interface
design. However, current tools and techniques that support inspiration usually only focus on …
design. However, current tools and techniques that support inspiration usually only focus on …
Understanding screen relationships from screenshots of smartphone applications
All graphical user interfaces are comprised of one or more screens that may be shown to the
user depending on their interactions. Identifying different screens of an app and …
user depending on their interactions. Identifying different screens of an app and …
Weblinx: Real-world website navigation with multi-turn dialogue
We propose the problem of conversational web navigation, where a digital agent controls a
web browser and follows user instructions to solve real-world tasks in a multi-turn dialogue …
web browser and follows user instructions to solve real-world tasks in a multi-turn dialogue …
Pairwise GUI dataset construction between android phones and tablets
In the current landscape of pervasive smartphones and tablets, apps frequently exist across
both platforms. Although apps share most graphic user interfaces (GUIs) and functionalities …
both platforms. Although apps share most graphic user interfaces (GUIs) and functionalities …