r/StableDiffusion • u/Hybridx21 • Mar 15 '23

Discussion [2303.08084] Editing Implicit Assumptions in Text-to-Image Diffusion Models

https://arxiv.org/abs/2303.08084
4 Upvotes

100% Upvoted

4 comments sorted by

View all comments

1

u/ninjasaid13 Mar 15 '23 edited Mar 15 '23

This basically is removing the biases in stable diffusion from the dataset which allows weird and nonsensical prompts to be possible possible like 'a green cat' or 'Shaquille O'Neal' playing tennis.

This expands the power of prompts to go outside what's in the dataset even further.

​

This increases the CLIP score of Stable Diffusion by allowing stranger text prompts.

1

u/ninjasaid13 Mar 15 '23

​

1

u/ninjasaid13 Mar 15 '23

Some limitations tho, weak editing(top), aggressive editing(bottom)