Large-scale text-to-image generation models for visual artists' creative works

HK Ko, G Park, H Jeon, J Jo, J Kim, J Seo - Proceedings of the 28th …, 2023 - dl.acm.org
Large-scale Text-to-image Generation Models (LTGMs)(eg, DALL-E), self-supervised deep
learning models trained on a huge dataset, have demonstrated the capacity for generating …

A review of recent deep learning approaches in human-centered machine learning

T Kaluarachchi, A Reis, S Nanayakkara - Sensors, 2021 - mdpi.com
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 …

Designing creative AI partners with COFI: A framework for modeling interaction in human-AI co-creative systems

J Rezwana, ML Maher - ACM Transactions on Computer-Human …, 2023 - dl.acm.org
Human-AI co-creativity involves both humans and AI collaborating on a shared creative
product as partners. In a creative collaboration, interaction dynamics, such as turn-taking …

[PDF][PDF] AI as an Active Writer: Interaction strategies with generated text in human-AI collaborative fiction writing

D Yang, Y Zhou, Z Zhang, TJJ Li… - Joint Proceedings of the …, 2022 - hai-gen.github.io
Abstract Machine Learning (ML) has become an important part of the creative process for
human fiction writers, allowing them to utilize various sources of information and be inspired …

Redefining creativity in the era of AI? Perspectives of computer scientists and new media artists

R Wingström, J Hautala, R Lundman - Creativity Research Journal, 2024 - Taylor & Francis
Artificial intelligence (AI) has breached creativity research. The advancements of creative AI
systems dispute the common definitions of creativity that have traditionally focused on five …

Perfection not required? Human-AI partnerships in code translation

JD Weisz, M Muller, S Houde, J Richards… - Proceedings of the 26th …, 2021 - dl.acm.org
Generative models have become adept at producing artifacts such as images, videos, and
prose at human-like levels of proficiency. New generative techniques, such as unsupervised …

StoryDrawer: a child–AI collaborative drawing system to support children's creative visual storytelling

C Zhang, C Yao, J Wu, W Lin, L Liu, G Yan… - Proceedings of the 2022 …, 2022 - dl.acm.org
Visual storytelling is a new approach to creative expression based on verbal and figural
creativity. The keys to visual storytelling are narrating and drawing over a period of time …

Cells, generators, and lenses: Design framework for object-oriented interaction with large language models

TS Kim, Y Lee, M Chang, J Kim - Proceedings of the 36th Annual ACM …, 2023 - dl.acm.org
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 …

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 …

The effect of AI-based inspiration on human design ideation

J Kim, ML Maher - International Journal of Design Creativity and …, 2023 - Taylor & Francis
Computational co-creative systems in design allow users to collaborate with an AI partner on
open-ended creative tasks in the design process. Co-creative systems can enhance design …