An artificial intelligence approach for interpreting creative combinational designs

L Chen, S **ao, Y Chen, L Sun… - Journal of Engineering …, 2024 - Taylor & Francis
Combinational creativity, a form of creativity involving the blending of familiar ideas, is
pivotal in design innovation. While most research focuses on how combinational creativity in …

Replication in visual diffusion models: A survey and outlook

W Wang, Y Sun, Z Yang, Z Hu, Z Tan… - arxiv preprint arxiv …, 2024 - arxiv.org
Visual diffusion models have revolutionized the field of creative AI, producing high-quality
and diverse content. However, they inevitably memorize training images or videos …

Characterising the Creative Process in Humans and Large Language Models

SS Nath, P Dayan, C Stevenson - arxiv preprint arxiv:2405.00899, 2024 - arxiv.org
Large language models appear quite creative, often performing on par with the average
human on creative tasks. However, research on LLM creativity has focused solely on\textit …

Creativity in AI: Progresses and Challenges

M Ismayilzada, D Paul, A Bosselut… - arxiv preprint arxiv …, 2024 - arxiv.org
Creativity is the ability to produce novel, useful, and surprising ideas, and has been widely
studied as a crucial aspect of human cognition. Machine creativity on the other hand has …

Foundation Models for Education: Promises and Prospects

T Xu, R Tong, J Liang, X Fan, H Li, Q Wen - arxiv preprint arxiv …, 2024 - arxiv.org
With the advent of foundation models like ChatGPT, educators are excited about the
transformative role that AI might play in propelling the next education revolution. The …

What Would You Ask When You First Saw ? Evaluating LLM on Curiosity-Driven Questioning

SR Javaji, Z Zhu - arxiv preprint arxiv:2409.17172, 2024 - arxiv.org
Large language models (LLMs) can store a massive amount of knowledge, yet their
potential to acquire new knowledge remains unknown. We propose a novel evaluation …

Exploring the Creative Capacities of Generative AI: A Comparative Study

G Singh, V Srivastava, S Kumar… - … on Electronics and …, 2024 - ieeexplore.ieee.org
Generative AI, a subset of artificial intelligence, is developed to redefine human creativity. By
learning from vast datasets, these models can generate novel content across various …