uce_van_gogh

uce_van_gogh

This is a concept-erased Stable Diffusion model using the Unlearning via Concept Erasure (UCE) method to remove the concept "Van Gogh".

Method

Unlearning via Concept Erasure (UCE) modifies the model's internal representations to remove specific concept knowledge.

Usage

from diffusers import StableDiffusionPipeline
import torch

pipe = StableDiffusionPipeline.from_pretrained("ErasureResearch/uce_van_gogh", torch_dtype=torch.float16).to("cuda")
prompt = "a photo of a van_gogh"
image = pipe(prompt).images[0]
image.save("erased_van_gogh.png")

Citation

If you use this model in your research, please cite:

@article{concept_erasure_2024,
  title={Concept Erasure in Diffusion Models},
  author={ErasureResearch Team},
  journal={Proceedings of...},
  year={2024}
}