Add paper, project, and code links to SmoothStyle dataset card

README.md

@@ -1,21 +1,23 @@
 ---
-pretty_name: SmoothStyle
 license: other
+size_categories:
+- 10K<n<100K
 task_categories:
-  - image-to-image
+- image-to-image
+pretty_name: SmoothStyle
 tags:
-  - image
-  - style-transfer
-  - controllable-generation
-  - strotss
-size_categories:
-  - 10K<n<100K
+- image
+- style-transfer
+- controllable-generation
+- strotss
 ---
 
 # SmoothStyle
 
 [English](README.md) | [简体中文](README.zh-CN.md)
 
+**Paper:** [Staying True to the Origin: Continuous Image Stylization with Smooth Transitions](https://huggingface.co/papers/2608.08125) · **Project page:** [StyleController](https://reychiaro.github.io/StyleController/) · **Code:** [GitHub](https://github.com/ReyChiaro/StyleController)
+
 SmoothStyle is an image-to-image style-transfer dataset with continuous style-strength supervision. Each example contains a content image, a style reference image, a stylized target image, and a scalar style strength.
 
 > **Release status:** the repository structure and data indices are prepared for reproducibility, but the dataset must not be made public until the remaining Style30K per-image rights review and project-generated style-image generation records have been completed. See [DATASET_LICENSE.md](DATASET_LICENSE.md) and [THIRD_PARTY_NOTICES.md](THIRD_PARTY_NOTICES.md).
@@ -132,7 +134,19 @@ This is a mixed-rights dataset and is marked `license: other`. Project-authored
 
 ## Citation
 
-Dataset citation information will be added when the accompanying SmoothStyle paper metadata is finalized.
+If you use this dataset, please cite the SmoothStyle paper:
+
+```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},
+}
+```
 
 Please also cite OmniStyle, the source of the content-image subset:
 
@@ -158,4 +172,4 @@ Please also cite STROTSS:
 
 ## Contact and takedown
 
-Maintainer contact and a formal correction/takedown address must be added before public release. Until then, this repository should remain private.
+Maintainer contact and a formal correction/takedown address must be added before public release. Until then, this repository should remain private.