added title and description

app.py

@@ -95,6 +95,14 @@ if __name__ == "__main__":
                   ["./data/french_bulldog.jpg", 0.01, 5, 50],
                   ["./data/pepper.jpeg", 0.01, 5, 50], 
                   ["./data/bird.jpg", 0.01, 5, 50], 
-                  ["./data/hockey.jpg", 0.01, 5, 50]]
+                  ["./data/hockey.jpg", 0.01, 5, 50]], 
+        title="Reliable Post Hoc Explanations: Modeling Uncertainty in Explainability",
+        description='''
+        Dylan Slack, Sophie Hilgard, Sameer Singh, and Hima Lakkaraju. NeurIPS 2021.
+
+
+        Paper: https://arxiv.org/abs/2008.05030
+        Github: https://github.com/dylan-slack/Modeling-Uncertainty-Local-Explainability
+        '''
     )
     iface.launch(enable_queue=True)