diff --git a/LaTeX2e+Proceedings+Templates+download/main.aux b/LaTeX2e+Proceedings+Templates+download/main.aux
index 4ea95e3..7117f72 100644
--- a/LaTeX2e+Proceedings+Templates+download/main.aux
+++ b/LaTeX2e+Proceedings+Templates+download/main.aux
@@ -86,7 +86,7 @@
 \citation{kollovieh2023tsdiff,sikder2023transfusion}
 \@writefile{lof}{\contentsline {figure}{\numberline {2}{\ignorespaces Type assignment and six-type taxonomy.}}{11}{}\protected@file@percent }
 \newlabel{fig:type_taxonomy}{{2}{11}{}{figure.2}{}}
-\@writefile{toc}{\contentsline {subsection}{\numberline {3.5}Joint optimization and end-to-end sampling}{11}{}\protected@file@percent }
+\@writefile{toc}{\contentsline {subsection}{\numberline {3.5}Joint optimization and sampling}{11}{}\protected@file@percent }
 \newlabel{sec:method-joint}{{3.5}{11}{}{subsection.3.5}{}}
 \citation{ho2020denoising,shi2024simplified,yuan2025ctu,nist2023sp80082}
 \citation{coletta2023constrained,yang2001interlock,stenger2024survey}
diff --git a/LaTeX2e+Proceedings+Templates+download/main.log b/LaTeX2e+Proceedings+Templates+download/main.log
index 2593491..af44811 100644
--- a/LaTeX2e+Proceedings+Templates+download/main.log
+++ b/LaTeX2e+Proceedings+Templates+download/main.log
@@ -1,4 +1,4 @@
-This is pdfTeX, Version 3.141592653-2.6-1.40.28 (MiKTeX 25.12) (preloaded format=pdflatex 2026.4.14)  20 APR 2026 18:03
+This is pdfTeX, Version 3.141592653-2.6-1.40.28 (MiKTeX 25.12) (preloaded format=pdflatex 2026.4.14)  20 APR 2026 23:46
 entering extended mode
  restricted \write18 enabled.
  %&-line parsing enabled.
@@ -744,7 +744,7 @@ type1/public/lm/lmri9.pfb><D:/MikTex/fonts/type1/public/lm/lmsy10.pfb><D:/MikTe
 x/fonts/type1/public/lm/lmsy7.pfb><D:/MikTex/fonts/type1/public/lm/lmsy9.pfb><D
 :/MikTex/fonts/type1/public/lm/lmtt10.pfb><D:/MikTex/fonts/type1/public/lm/lmtt
 9.pfb><D:/MikTex/fonts/type1/public/amsfonts/symbols/msbm10.pfb>
-Output written on main.pdf (21 pages, 1116707 bytes).
+Output written on main.pdf (21 pages, 1116672 bytes).
 PDF statistics:
  317 PDF objects out of 1000 (max. 8388607)
  0 named destinations out of 1000 (max. 500000)
diff --git a/LaTeX2e+Proceedings+Templates+download/main.pdf b/LaTeX2e+Proceedings+Templates+download/main.pdf
index 927f043..73c5918 100644
Binary files a/LaTeX2e+Proceedings+Templates+download/main.pdf and b/LaTeX2e+Proceedings+Templates+download/main.pdf differ