Add paper and project links to model card

This PR improves the model card by filling in the missing project page and paper links, and by adding the citation entry for the paper. The existing metadata is kept unchanged.

README.md

@@ -1,18 +1,18 @@
 ---
-license: apache-2.0
-library_name: diffusers
-pipeline_tag: image-to-image
 base_model: Qwen/Qwen-Image-Edit-2509
-base_model_relation: adapter
 datasets:
-  - ReyChiaro/SmoothStyle
+- ReyChiaro/SmoothStyle
+library_name: diffusers
+license: apache-2.0
+pipeline_tag: image-to-image
 tags:
-  - style-transfer
-  - image-editing
-  - controllable-generation
-  - lora
-  - safetensors
-  - stylecontroller
+- style-transfer
+- image-editing
+- controllable-generation
+- lora
+- safetensors
+- stylecontroller
+base_model_relation: adapter
 ---
 
 <p align="center">
@@ -32,9 +32,9 @@ tags:
 
 <p align="center">
   <a href="https://huggingface.co/datasets/ReyChiaro/SmoothStyle"><img alt="Hugging Face Dataset" src="https://img.shields.io/badge/%F0%9F%A4%97-Dataset-FFD21E?style=flat-square"></a>
-  <a href=""><img alt="Hugging Face Model" src="https://img.shields.io/badge/%F0%9F%A4%97-Model-FFD21E?style=flat-square"></a>
-  <a href=""><img alt="Project Page" src="https://img.shields.io/badge/Project-Page-CB8B65?style=flat-square&logo=githubpages&logoColor=white"></a>
-  <a href=""><img alt="arXiv" src="https://img.shields.io/badge/arXiv-Paper-B31B1B?style=flat-square&logo=arxiv&logoColor=white"></a>
+  <a href="https://huggingface.co/ReyChiaro/StyleController"><img alt="Hugging Face Model" src="https://img.shields.io/badge/%F0%9F%A4%97-Model-FFD21E?style=flat-square"></a>
+  <a href="https://reychiaro.github.io/StyleController/"><img alt="Project Page" src="https://img.shields.io/badge/Project-Page-CB8B65?style=flat-square&logo=githubpages&logoColor=white"></a>
+  <a href="https://arxiv.org/abs/2608.08125"><img alt="arXiv" src="https://img.shields.io/badge/arXiv-Paper-B31B1B?style=flat-square&logo=arxiv&logoColor=white"></a>
   <a href="https://github.com/ReyChiaro/StyleController"><img alt="GitHub" src="https://img.shields.io/badge/GitHub-Code-181717?style=flat-square&logo=github&logoColor=white"></a>
 </p>
 
@@ -124,3 +124,14 @@ The model-weight release is provided under the [Apache License 2.0](LICENSE). Th
 
 ## Citation
 
+```bibtex
+@misc{xu2026stayingtrueorigincontinuous,
+      title={Staying True to the Origin: Continuous Image Stylization with Smooth Transitions},
+      author={Rui Xu and Hanmo Zhang and Songhua Liu},
+      year={2026},
+      eprint={2608.08125},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2608.08125},
+}
+```