Add model card details and link to paper/code

README.md

@@ -1,7 +1,8 @@
-
 ---
-license: creativeml-openrail-m
 base_model: stabilityai/stable-diffusion-2-1-base
+license: creativeml-openrail-m
+library_name: diffusers
+pipeline_tag: text-to-image
 tags:
 - stable-diffusion
 - stable-diffusion-diffusers
@@ -10,8 +11,29 @@ tags:
 - textual_inversion
 inference: true
 ---
-    
-# Textual inversion text2image fine-tuning - hcarrion/scar
-These are textual inversion adaption weights for stabilityai/stable-diffusion-2-1-base. You can find some example images in the following. 
 
+# cgDDI: scar
+
+This repository contains textual inversion adaptation weights for `stabilityai/stable-diffusion-2-1-base` representing the **scar** dermatological concept (`<scar-class>`). 
+
+It was trained as part of the paper [Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification](https://huggingface.co/papers/2607.12987).
+
+## About cgDDI
+**cgDDI** (**C**ontrollable **G**eneration of **D**iverse **D**ermatological **I**magery) is a hybrid framework designed to address the lack of expertly annotated dermatological images across diverse skin tones and rare diseases. It learns disease-specific concepts via textual inversion and fine-tunes latent diffusion models to generate diverse synthetic dermatological images.
+
+* **Paper:** [Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification](https://huggingface.co/papers/2607.12987)
+* **Repository:** [GitHub - ControllableGenDDI](https://github.com/hectorcarrion/ControllableGenDDI)
+* **Dataset:** [Hugging Face - ControllableGenDDI Dataset](https://huggingface.co/datasets/hcarrion/ControllableGenDDI)
+
+## Citation
 
+```bibtex
+@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}
+}
+```