Update README.md

README.md

@@ -6,7 +6,18 @@ colorTo: blue
 sdk: gradio
 sdk_version: 3.32.0
 app_file: app.py
-pinned: false
+pinned: true
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+This is a demo of our paper DS-Fusion: Artistic Typography via Discriminated and Stylized Diffusion (https://arxiv.org/abs/2303.09604)
+
+```
+@misc{tanveer2023dsfusion,
+      title={DS-Fusion: Artistic Typography via Discriminated and Stylized Diffusion}, 
+      author={Maham Tanveer and Yizhi Wang and Ali Mahdavi-Amiri and Hao Zhang},
+      year={2023},
+      eprint={2303.09604},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV}
+}
+```