Update app.py

app.py

@@ -253,7 +253,9 @@ Demo is based of recent research from my Ph.D work. Results expects to be publis
 """
 
 with gr.Blocks(theme=theme) as blk_demo:
-    gr.Markdown(value="# Face Dancer")
+    gr.Markdown(value="# Face Dancer \n\n"
+                      "## Paper: [FaceDancer: Pose- and Occlusion-Aware High Fidelity Face Swapping](https://arxiv.org/abs/2210.10473) \n"
+                      "## Check out the code [here](https://github.com/felixrosberg/FaceDancer)")
     with gr.Row():
         with gr.Column():
             with gr.Group():