diff --git a/BE2_GAN_and_cGAN.ipynb b/BE2_GAN_and_cGAN.ipynb
index 34930e8932a77d9763039e472794439694fa0706..94680377e4c5fb4e1cc68cf05eec892d35252dc2 100644
--- a/BE2_GAN_and_cGAN.ipynb
+++ b/BE2_GAN_and_cGAN.ipynb
@@ -102,7 +102,7 @@
     "\n",
     "We have a picture of a map (from Google Maps) and we want to create an image of what the satellite view may look like.\n",
     "\n",
-    "As we are not only trying to generate a random picture but a mapping between a picture to another one, we can't use the standard GAN architecture. We will then use a cGAN.\n",
+    "As we are not only trying to generate a random picture but a mapping between a picture to another one, we can't use the standard GAN architecture. We will then use a cGAN introduced in this [paper](https://arxiv.org/pdf/1611.07004.pdf).\n",
     "\n",
     "A cGAN is a supervised GAN aiming at mapping a label picture to a real one or a real picture to a label one. As you can see in the diagram below, the discriminator will take as input a pair of images and try to predict if the pair was generated or not. The generator will not only generate an image from noise but will also use an image (label or real) to generate another one (real or label).\n",
     "![Diagram of how a cGan works](https://raw.githubusercontent.com/Neyri/Projet-cGAN/master/BE/img/cgan_map.png)\n"
diff --git a/README.md b/README.md
index 57884980d12716147ef767baaee44c3afe0e851a..077101cdf644710b0187cfb9b097ecf6e8a04432 100644
--- a/README.md
+++ b/README.md
@@ -4,4 +4,4 @@ We recommand to use the notebook (.ipynb) but the Python script (.py) is also pr
 
 # How to submit your Work ?
 
-This work must be done individually. The expected output is a repository named gan-cgan on https://gitlab.ec-lyon.fr. It must contain your notebook (or python files) and a README.md file that explains briefly the successive steps of the project. The last commit is due before 11:59 pm on Wednesday, March 29, 2023. Subsequent commits will not be considered.
\ No newline at end of file
+This work must be done individually. The expected output is a private repository named gan-cgan on https://gitlab.ec-lyon.fr. It must contain your notebook (or python files) and a README.md file that explains briefly the successive steps of the project. Don't forget to add your teacher as developer member of the project. The last commit is due before 11:59 pm on Monday, April 1st, 2024. Subsequent commits will not be considered.
\ No newline at end of file