Add pipeline tag, license, and link to paper

README.md

@@ -1,3 +1,8 @@
+---
+license: apache-2.0
+pipeline_tag: image-feature-extraction
+---
+
 <p align="center">
  <img src="assets/hunyuan_logo.png" width="400"/> <br>
 </p>
@@ -21,13 +26,15 @@
 
 [![HuggingFace](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-ViQ__weights-ffc107?color=ffc107&logoColor=white)](https://huggingface.co/XuminYu/ViQ_weights)
 &nbsp;&nbsp;
+[![arXiv](https://img.shields.io/badge/arXiv-2606.27313-b31b1b.svg)](https://huggingface.co/papers/2606.27313)
+&nbsp;&nbsp;
 [![GitHub](https://img.shields.io/badge/GitHub-ViQ-181717?logo=github)](https://github.com/yuxumin/ViQ)
 
 </div>
 
 ---
 
-This repository hosts the **pretrained model weights** for **ViQ**. For the inference / training / weight-conversion **code**, see the main repo: **https://github.com/yuxumin/ViQ**.
+This repository hosts the **pretrained model weights** for **ViQ**, presented in [ViQ: Text-Aligned Visual Quantized Representations at Any Resolution](https://huggingface.co/papers/2606.27313). For the inference / training / weight-conversion **code**, see the main repo: **https://github.com/yuxumin/ViQ**.
 
 ViQ is trained in two stages, and this repository provides weights for **both stages**:
 
@@ -91,7 +98,7 @@ huggingface-cli download XuminYu/ViQ_weights --local-dir ViQ_weights
 @article{yu2026viq,
   title   = {ViQ: Text-Aligned Visual Quantized Representations at Any Resolution},
   author  = {Yu, Xumin and Liu, Zuyan and Yang, Zhenyu and Dong, Yuhao and Qian, Shengsheng and Lu, Jiwen and Hu, Han and Rao, Yongming},
-  journal = {arXiv preprint arXiv:xxxx.xxxxx},
+  journal = {arXiv preprint arXiv:2606.27313},
   year    = {2026}
 }
 ```