Update app.py

app.py

@@ -175,6 +175,7 @@ def generate_pca_visuals(
 # Gradio Interface
 # ----------------------------
 with gr.Blocks(theme=gr.themes.Soft(), title="🦖 DINOv3 PCA Explorer") as demo:
+    gr.Markdown("📝 **Article by Sayed Mohamed:** [Paper Review: DINOv3 The New State of the Art in Self-Supervised Vision Models](https://medium.com/@elsayed_mohamed/paper-review-dinov3-the-new-state-of-the-art-in-self-supervised-vision-models-d337ee4bf9dc)")
     gr.Markdown(
         """
         # 🦖 DINOv3 PCA Explorer