hyperlinks fix

app.py

@@ -67,10 +67,10 @@ else:
 # with gr.Blocks(css=css) as demo:
 with gr.Blocks() as demo:
     gr.Markdown(f"""
-    This is a demo for our [paper]("https://arxiv.org/abs/2312.12540") **RNRI: Regularized Newton Raphson Inversion for Text-to-Image Diffusion Models**.
+    This is a demo for our [paper](https://arxiv.org/abs/2312.12540) **RNRI: Regularized Newton Raphson Inversion for Text-to-Image Diffusion Models**.
     Image editing using our RNRI for inversion demonstrates significant speed-up and improved quality compared to previous state-of-the-art methods.
     RNRI can be applied to a variety of diffusion models, including SDXL, DDIM, and others.
-    Take a look at our [project page]("https://barakmam.github.io/rnri.github.io/").
+    Take a look at our [project page](https://barakmam.github.io/rnri.github.io/).
     """)
     with gr.Row():
         with gr.Column(elem_id="col-container-1"):