diff --git a/README.md b/README.md
index 87bc987..3085d3b 100644
--- a/README.md
+++ b/README.md
@@ -18,7 +18,7 @@ We further share insights on our model of uncertainty in case of limited observa
   year={2019}
 }
 ```
-
+The article is available on [ArXiv] (https://arxiv.org/abs/1906.06059v1)
 A video with qualitative results is available on [YouTube](https://www.youtube.com/watch?v=ii0fqerQrec)
 
 ![overview_paper](docs/pull.png)