diff --git a/iclr2024_conference.pdf b/iclr2024_conference.pdf
index dc3d8d92834c80df030d73b4ab62257cd93b49fd..7fd30051abfa3d7acb46221f38288bb6a42046b3 100644
Binary files a/iclr2024_conference.pdf and b/iclr2024_conference.pdf differ
diff --git a/iclr2024_conference.tex b/iclr2024_conference.tex
index 2edca24151e6212fbf7c3527c269a4ab66df1037..af3e11bca238492bf1b797cb94d4af2cfe6c3708 100644
--- a/iclr2024_conference.tex
+++ b/iclr2024_conference.tex
@@ -1,5 +1,6 @@
 % discussion: reinit or train on for DGR, replay in general.
-% discussion kürzer
+% referenzen auf balanced ggf anpassen
+% conclusion
 
 \documentclass{article} % For LaTeX2e
 
@@ -504,6 +505,7 @@
 	\label{tab:short_results}}	
 	\end{table}
 	%
+	% TODO: balanced beschreiben
 	\begin{figure}[h!]
 		\centering
 		\begin{subfigure}{.4\textwidth}