From edec4937b2bc75fa9f93f77ae27da528f52a3876 Mon Sep 17 00:00:00 2001
From: Jim Martens <github@2martens.de>
Date: Thu, 7 Mar 2019 15:32:46 +0100
Subject: [PATCH] Added paragraph about training of the auto-encoder

Signed-off-by: Jim Martens <github@2martens.de>
---
 body_expose.tex | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/body_expose.tex b/body_expose.tex
index 6dabf3e..94cedee 100644
--- a/body_expose.tex
+++ b/body_expose.tex
@@ -327,7 +327,9 @@ updates of each of the aforementioned components:
     \item Minimize \(\mathcal{L}_{error}\) and \(\mathcal{L}_{adv-d_z}\) by updating weights of \(e\) and \(g\).
 \end{itemize}
 
-
+Practically, the auto-encoder is trained separately for every
+object class that is considered "known". Pidhorskyi et al trained
+it on the MNIST\cite{Lecun1998} data set, once for every digit.
 
 \section{Contribution}