diff --git a/stages-M2/Stage-DFG-NN-2022-2023-Touati-Formenti-Alias-ENS.pdf b/stages-M2/Stage-DFG-NN-2022-2023-Touati-Formenti-Alias-ENS.pdf
index 2b424f50c7ccb677edaa8e37d4fc9908b88d10e1..babf1a09300bc8914a6c24648d3481710c4b9d16 100644
Binary files a/stages-M2/Stage-DFG-NN-2022-2023-Touati-Formenti-Alias-ENS.pdf and b/stages-M2/Stage-DFG-NN-2022-2023-Touati-Formenti-Alias-ENS.pdf differ