Understanding design collaboration between designers and artificial intelligence: a systematic literature review

Y Shi, T Gao, X Jiao, N Cao - Proceedings of the ACM on Human …, 2023 - dl.acm.org
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 …

Homogenization effects of large language models on human creative ideation

BR Anderson, JH Shah, M Kreminski - Proceedings of the 16th …, 2024 - dl.acm.org
Large language models (LLMs) are now being used in a wide variety of contexts, including
as creativity support tools (CSTs) intended to help their users come up with new ideas. But …

Promptpaint: Steering text-to-image generation through paint medium-like interactions

JJY Chung, E Adar - Proceedings of the 36th Annual ACM Symposium …, 2023 - dl.acm.org
While diffusion-based text-to-image (T2I) models provide a simple and powerful way to
generate images, guiding this generation remains a challenge. For concepts that are difficult …

" It Felt Like Having a Second Mind": Investigating Human-AI Co-creativity in Prewriting with Large Language Models

Q Wan, S Hu, Y Zhang, P Wang, B Wen… - Proceedings of the ACM on …, 2024 - dl.acm.org
Prewriting is the process of discovering and developing ideas before writing a first draft,
which requires divergent thinking and often implies unstructured strategies such as …

CatAlyst: domain-extensible intervention for preventing task procrastination using large generative models

R Arakawa, H Yakura, M Goto - … of the 2023 CHI Conference on Human …, 2023 - dl.acm.org
CatAlyst uses generative models to help workers' progress by influencing their task
engagement instead of directly contributing to their task outputs. It prompts distracted …

The application and impact of artificial intelligence technology in graphic design: A Critical Interpretive Synthesis

H Li, T Xue, A Zhang, X Luo, L Kong, G Huang - Heliyon, 2024 - cell.com
In the field of graphic design, the application of Artificial Intelligence (AI) is reshaping the
design process. This study employs the Critical Interpretive Synthesis (CIS) approach to …

Artist support networks: Implications for future creativity support tools

JJY Chung, S He, E Adar - Proceedings of the 2022 ACM Designing …, 2022 - dl.acm.org
The artist as a solitary genius does not reflect the reality of art-making. To enable art-making,
artists are supported by many other people—subcontractors, collaborators, etc.—who …

PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement

Z Wang, Y Huang, D Song, L Ma, T Zhang - Proceedings of the CHI …, 2024 - dl.acm.org
The recent advancements in Generative AI have significantly advanced the field of text-to-
image generation. The state-of-the-art text-to-image model, Stable Diffusion, is now capable …

Designing a direct feedback loop between humans and Convolutional Neural Networks through local explanations

TS Sun, Y Gao, S Khaladkar, S Liu, L Zhao… - Proceedings of the …, 2023 - dl.acm.org
The local explanation provides heatmaps on images to explain how Convolutional Neural
Networks (CNNs) derive their output. Due to its visual straightforwardness, the method has …

TypeDance: Creating semantic typographic logos from image through personalized generation

S Xiao, L Wang, X Ma, W Zeng - Proceedings of the CHI Conference on …, 2024 - dl.acm.org
Semantic typographic logos harmoniously blend typeface and imagery to represent
semantic concepts while maintaining legibility. Conventional methods using spatial …