v0xie / sd-webui-incantations

Enhance Stable Diffusion image quality, prompt following, and more through multiple implementations of novel algorithms for Automatic1111 WebUI.
GNU General Public License v3.0
135 stars 8 forks source link

Smoothed Energy Guidance #60

Closed v0xie closed 1 month ago

v0xie commented 1 month ago

An unofficial implementation of "Smoothed Energy Guidance for SDXL" (Hong, 2024) for Automatic1111 WebUI.

@article{hong2024smoothed,
  title={Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention},
  author={Hong, Susung},
  journal={arXiv preprint arXiv:2408.00760},
  year={2024}
}

Parts of the code are based off the author's official implementation at https://github.com/SusungHong/SEG-SDXL