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 …
A review of recent deep learning approaches in human-centered machine learning
After Deep Learning (DL) regained popularity recently, the Artificial Intelligence (AI) or
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …
The prompt artists
This paper examines the art practices, artwork, and motivations of prolific users of the latest
generation of text-to-image models. Through interviews, observations, and a user survey, we …
generation of text-to-image models. Through interviews, observations, and a user survey, we …
CreativeConnect: Supporting Reference Recombination for Graphic Design Ideation with Generative AI
Graphic designers often get inspiration through the recombination of references. Our
formative study (N= 6) reveals that graphic designers focus on conceptual keywords during …
formative study (N= 6) reveals that graphic designers focus on conceptual keywords during …
Iconshop: Text-guided vector icon synthesis with autoregressive transformers
Scalable Vector Graphics (SVG) is a popular vector image format that offers good support for
interactivity and animation. Despite its appealing characteristics, creating custom SVG …
interactivity and animation. Despite its appealing characteristics, creating custom SVG …
Stylette: Styling the web with natural language
End-users can potentially style and customize websites by editing them through in-browser
developer tools. Unfortunately, end-users lack the knowledge needed to translate high-level …
developer tools. Unfortunately, end-users lack the knowledge needed to translate high-level …
Vinci: an intelligent graphic design system for generating advertising posters
Advertising posters are a commonly used form of information presentation to promote a
product. Producing advertising posters often takes much time and effort of designers when …
product. Producing advertising posters often takes much time and effort of designers when …
Cells, generators, and lenses: Design framework for object-oriented interaction with large language models
Large Language Models (LLMs) have become the backbone of numerous writing interfaces
with the goal of supporting end-users across diverse writing tasks. While LLMs reduce the …
with the goal of supporting end-users across diverse writing tasks. While LLMs reduce the …
PopBlends: Strategies for conceptual blending with large language models
Pop culture is an important aspect of communication. On social media people often post pop
culture reference images that connect an event, product or other entity to a pop culture …
culture reference images that connect an event, product or other entity to a pop culture …
A survey on ML4VIS: Applying machine learning advances to data visualization
Inspired by the great success of machine learning (ML), researchers have applied ML
techniques to visualizations to achieve a better design, development, and evaluation of …
techniques to visualizations to achieve a better design, development, and evaluation of …