Machine culture

L Brinkmann, F Baumann, JF Bonnefon… - Nature Human …, 2023 - nature.com
The ability of humans to create and disseminate culture is often credited as the single most
important factor of our success as a species. In this Perspective, we explore the notion of …

Typology of risks of generative text-to-image models

C Bird, E Ungless, A Kasirzadeh - Proceedings of the 2023 AAAI/ACM …, 2023 - dl.acm.org
This paper investigates the direct risks and harms associated with modern text-to-image
generative models, such as DALL-E and Midjourney, through a comprehensive literature …

Using artificial intelligence in craft education: crafting with text-to-image generative models

H Vartiainen, M Tedre - Digital Creativity, 2023 - Taylor & Francis
Artificial intelligence (AI) and the automation of creative work have received little attention in
craft education. This study aimed to address this gap by exploring Finnish pre-service craft …

A taxonomy of prompt modifiers for text-to-image generation

J Oppenlaender - Behaviour & Information Technology, 2023 - Taylor & Francis
Text-guided synthesis of images has become enormously popular and online communities
dedicated to text-to-image generation and art generated with Artificial Intelligence (AI) have …

A prompt log analysis of text-to-image generation systems

Y Xie, Z Pan, J Ma, L Jie, Q Mei - … of the ACM Web Conference 2023, 2023 - dl.acm.org
Recent developments in large language models (LLM) and generative AI have unleashed
the astonishing capabilities of text-to-image generation systems to synthesize high-quality …

Prompting ai art: An investigation into the creative skill of prompt engineering

J Oppenlaender, R Linder, J Silvennoinen - arXiv preprint arXiv …, 2023 - arxiv.org
Humankind is entering a novel era of creativity-an era in which anybody can synthesize
digital content. The paradigm under which this revolution takes place is prompt-based …

Will Large-scale Generative Models Corrupt Future Datasets?

R Hataya, H Bao, H Arai - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
Recently proposed large-scale text-to-image generative models such as DALLE 2,
Midjourney, and StableDiffusion can generate high-quality and realistic images from users' …

Concept decomposition for visual exploration and inspiration

Y Vinker, A Voynov, D Cohen-Or, A Shamir - ACM Transactions on …, 2023 - dl.acm.org
A creative idea is often born from transforming, combining, and modifying ideas from existing
visual examples capturing various concepts. However, one cannot simply copy the concept …

A survey on decentralized federated learning

E Gabrielli, G Pica, G Tolomei - arXiv preprint arXiv:2308.04604, 2023 - arxiv.org
In recent years, federated learning (FL) has become a very popular paradigm for training
distributed, large-scale, and privacy-preserving machine learning (ML) systems. In contrast …

[HTML][HTML] What does DALL-E 2 know about radiology?

LC Adams, F Busch, D Truhn, MR Makowski… - Journal of Medical …, 2023 - jmir.org
Generative models, such as DALL-E 2 (OpenAI), could represent promising future tools for
image generation, augmentation, and manipulation for artificial intelligence research in …