Textual inversion text2image fine-tuning - hcarrion/seborrheic_keratosis

These are textual inversion adaptation weights for stabilityai/stable-diffusion-2-1-base representing the disease class seborrheic keratosis.

This model is part of the cgDDI (Controllable Generation of Diverse Dermatological Imagery) framework, presented in the paper Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification.

• Repository: GitHub - ControllableGenDDI
• Dataset: ControllableGenDDI Dataset on Hugging Face

Citation

If you find this model or the cgDDI framework useful, please cite the following paper:

@inproceedings{carrion2026cgddi,
  title     = {Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification},
  author    = {Carri{\'o}n, H{\'e}ctor and Norouzi, Narges},
  booktitle = {Medical Image Computing and Computer-Assisted Intervention (MICCAI)},
  year      = {2026},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science}
}