Can I read Prompt Expansion for Adaptive Text-to-Image Generation on EtoBox?

Prompt Expansion for Adaptive Text-to-Image Generation by Datta, Siddhartha; Ku, Alexander; Ramachandran, Deepak; Anderson, Peter is a scholarly article available to read on EtoBox.

What is Prompt Expansion for Adaptive Text-to-Image Generation about?

Text-to-image generation models are powerful but difficult to use. Users craft specific prompts to get better images, though the images can be repetitive. This paper proposes a Prompt Expansion framework that helps users generate high-quality, diverse images with less effort. The Prompt Expansion model takes a text query as input and outputs a set of expanded text prompts that are optimized such that when passed to a text-to-image model, generates a wider variety of appealing images. We conduct a human evaluation study that shows that images generated through Prompt Expansion are more aesthetically pleasing and diverse than those generated by baseline methods. Overall, this paper presents a novel and effective approach to improving the text-to-image generation experience.

Author

Datta, Siddhartha; Ku, Alexander; Ramachandran, Deepak; Anderson, Peter

Published

2023

Language

EN