Design guidelines for prompt engineering text-to-image generative models
V Liu, LB Chilton - Proceedings of the 2022 CHI Conference on Human …, 2022 - dl.acm.org
Text-to-image generative models are a new and powerful way to generate visual artwork.
However, the open-ended nature of text as interaction is double-edged; while users can …
However, the open-ended nature of text as interaction is double-edged; while users can …
A prompt log analysis of text-to-image generation systems
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 …
the astonishing capabilities of text-to-image generation systems to synthesize high-quality …
PromptPaint: Steering Text-to-Image Generation Through Paint Medium-like Interactions
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 …
generate images, guiding this generation remains a challenge. For concepts that are difficult …
Promptify: Text-to-image generation through interactive prompt exploration with large language models
Text-to-image generative models have demonstrated remarkable capabilities in generating
high-quality images based on textual prompts. However, crafting prompts that accurately …
high-quality images based on textual prompts. However, crafting prompts that accurately …
Promptmagician: Interactive prompt engineering for text-to-image creation
Generative text-to-image models have gained great popularity among the public for their
powerful capability to generate high-quality images based on natural language prompts …
powerful capability to generate high-quality images based on natural language prompts …
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 …
Initial images: using image prompts to improve subject representation in multimodal ai generated art
Advances in text-to-image generative models have made it easier for people to create art by
just prompting models with text. However, creating through text leaves users with limited …
just prompting models with text. However, creating through text leaves users with limited …
Optimizing prompts for text-to-image generation
Well-designed prompts can guide text-to-image models to generate amazing images.
However, the performant prompts are often model-specific and misaligned with user input …
However, the performant prompts are often model-specific and misaligned with user input …
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 …
dedicated to text-to-image generation and art generated with Artificial Intelligence (AI) have …
A word is worth a thousand pictures: Prompts as ai design material
Recent advances in Machine-Learning have led to the development of models that generate
images based on a text description. Such large prompt-based text to image models (TTIs) …
images based on a text description. Such large prompt-based text to image models (TTIs) …