update Readme.md

README.md

@@ -40,13 +40,11 @@ size_categories:
 </p>
 
 <p align="center">
-  <a href="https://github.com/vLAR-group/RelightFormer">
-    <img src="https://img.shields.io/badge/Code-GitHub-black" alt="Code">
-  </a>
-  <a href="https://huggingface.co/datasets/vLAR/LavalObjaverseDataset">
-    <img src="https://img.shields.io/badge/Dataset-Hugging%20Face-yellow" alt="Dataset">
-  </a>
-</p>
+    <a href="https://arxiv.org/abs/2609.07414"><img src="https://img.shields.io/badge/arXiv-2604.07414-b31b1b.svg" alt="arXiv"></a>
+    <a href="https://huggingface.co/datasets/vLAR/LavalObjaverseDataset"><img src="https://img.shields.io/badge/🤗-Dataset-yellow" alt="Dataset"></a>
+    <a href="https://huggingface.co/vLAR/RelightFormer"><img src="https://img.shields.io/badge/🤗-Model-yellow" alt="Model"></a>
+    <a href="#license"><img src="https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-lightgrey.svg" alt="License"></a>
+  </p>
 
 <p align="center">
   <strong>A large-scale, high-quality dataset for multi-view relighting.</strong>
@@ -89,7 +87,7 @@ LavalObjaverseDataset/
     │       │    ├── V23-Indoor_9C4A5417-f5d395fb63_6_image.png
     │       │    └── ...
     │       └── ...
-
+    │
     ├── testing/
     │   ├── {object_uid_1}.tar.gz
     │   ├── {object_uid_2}.tar.gz
@@ -123,6 +121,16 @@ V18-Indoor_9C4A5417-f5d395fb63_6_image.png
 
 If you use this dataset in your research, please cite our work along with the prior work we built upon:
 ```bibtex
+@misc{wang2026relightformerfeedforwardgenerativetransformer,
+      title={RelightFormer: Feed-forward Generative Transformer for Multiview Object Relighting}, 
+      author={Hejun Wang and Jinxi Li and Junwei Jiang and Shiwei Mao and Hu Cheng and Shouwang Huang and Bo Yang},
+      year={2026},
+      eprint={2609.07414},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2609.07414}, 
+}
+
 @article{Jin2024,
     author = {Jin, Haian and Li, Yuan and Luan, Fujun and Xiangli, Yuanbo and Bi, Sai and Zhang, Kai and Xu, Zexiang and Sun, Jin and Snavely, Noah},
     journal = {NeurIPS},
@@ -145,5 +153,13 @@ If you use this dataset in your research, please cite our work along with the pr
 } 
 ```
 
+## 📮 Contact
+
+For questions about the dataset, please contact:
+
+- {hejun.wang, jinxi.li}@connect.polyu.hk
+- bo.yang@polyu.edu.hk
+
 ---
+
 *For rendering code, models, and further details, please visit our [GitHub Repository](https://github.com/vLAR-group/RelightFormer).*