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Tobias Christian Nauen
2026-02-24 12:01:26 +01:00
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\documentclass[runningheads]{llncs}
% CVPR 2026 Paper Template; see https://github.com/cvpr-org/author-kit
% ---------------------------------------------------------------
% Include basic ECCV package
% TODO REVIEW: Insert your submission number below by replacing '*****'
% TODO FINAL: Comment out the following line for the camera-ready version
\usepackage[review,year=2026,ID=1741]{eccv}
% % TODO FINAL: Un-comment the following line for the camera-ready version
% \usepackage{eccv}
\documentclass[10pt,twocolumn,letterpaper]{article}
% OPTIONAL: Un-comment the following line for a version which is easier to read
% on small portrait-orientation screens (e.g., mobile phones, or beside other windows)
%\usepackage[mobile]{eccv}
% ---------------------------------------------------------------
% Other packages
% Commonly used abbreviations (\eg, \ie, \etc, \cf, \etal, etc.)
\usepackage{eccvabbrv}
% Include other packages here, before hyperref.
\usepackage{graphicx}
\usepackage{booktabs}
% The "axessiblity" package can be found at: https://ctan.org/pkg/axessibility?lang=en
\usepackage[accsupp]{axessibility} % Improves PDF readability for those with disabilities.
% ---------------------------------------------------------------
% Hyperref package
%%%%%%%%% PAPER TYPE - PLEASE UPDATE FOR FINAL VERSION
% \usepackage{cvpr} % To produce the CAMERA-READY version
\usepackage[review]{cvpr} % To produce the REVIEW version
% \usepackage[pagenumbers]{cvpr} % To force page numbers, e.g. for an arXiv version
% It is strongly recommended to use hyperref, especially for the review version.
% Please disable hyperref *only* if you encounter grave issues.
% hyperref with option pagebackref eases the reviewers' job, but should be disabled for the final version.
% hyperref with option pagebackref eases the reviewers' job.
% Please disable hyperref *only* if you encounter grave issues,
% e.g. with the file validation for the camera-ready version.
%
% If you comment hyperref and then uncomment it, you should delete
% main.aux before re-running LaTeX.
% (Or just hit 'q' on the first LaTeX run, let it finish, and you
% should be clear).
% If you comment hyperref and then uncomment it, you should delete *.aux before re-running LaTeX.
% (Or just hit 'q' on the first LaTeX run, let it finish, and you should be clear).
\definecolor{cvprblue}{rgb}{0.21,0.49,0.74}
\usepackage[pagebackref,breaklinks,colorlinks,allcolors=cvprblue]{hyperref}
\input{packages}
% TODO FINAL: Comment out the following line for the camera-ready version
%\usepackage[pagebackref,breaklinks,colorlinks,citecolor=eccvblue]{hyperref}
% TODO FINAL: Un-comment the following line for the camera-ready version
\usepackage{hyperref}
\input{packages.tex}
% Support for ORCID icon
\usepackage{orcidlink}
%%%%%%%%% PAPER ID - PLEASE UPDATE
\def\paperID{4792} % *** Enter the Paper ID here
\def\confName{CVPR}
\def\confYear{2026}
%%%%%%%%% TITLE - PLEASE UPDATE
\newcommand{\schemename}{\textit{ForAug}\xspace}
\title{\schemename: Mitigating Biases and Improving Vision Transformer Training by Recombining Foregrounds and Backgrounds}
% \title{\schemename: Mitigating Biases and Improving ViT Training by Recombining Foregrounds and Backgrounds}
% \title{\LaTeX\ Author Guidelines for \confName~Proceedings}
%%%%%%%%% AUTHORS - PLEASE UPDATE
\author{
Tobias Christian Nauen\textsuperscript{\rm 1,\rm 2},
Brian Moser\textsuperscript{\rm 2},
Federico Raue\textsuperscript{\rm 2},
Stanislav Frolov\textsuperscript{\rm 2},
Andreas Dengel\textsuperscript{\rm 1,\rm 2} \\
\textsuperscript{\rm 1}RPTU University Kaiserslautern-Landau, Kaiserslautern, Germany \\
\textsuperscript{\rm 2}German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany \\
{\tt\small first\_second.last@dfki.de / first.last@dfki.de}
% For a paper whose authors are all at the same institution,
% omit the following lines up until the closing ``}''.
% Additional authors and addresses can be added with ``\and'',
% just like the second author.
% To save space, use either the email address or home page, not both
}
\begin{document}
% ---------------------------------------------------------------
% \title{\schemename: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation}
\title{\schemename: Mitigating Biases in Image Classification via Controlled Image Compositions}
% TODO REVIEW: If the paper title is too long for the running head, you can set
% an abbreviated paper title here. If not, comment out.
\titlerunning{\schemename}
% TODO FINAL: Replace with your author list.
% Include the authors' OCRID for the camera-ready version, if at all possible.
\author{
Tobias Christian Nauen\inst{1,2}\orcidlink{0000-1111-2222-3333} \and
Brian Moser\inst{2}\orcidlink{1111-2222-3333-4444} \and
Federico Raue\inst{2}\orcidlink{2222--3333-4444-5555} \and \\
Stanislav Frolov\inst{2} \and
Andreas Dengel\inst{1,2}
}
% TODO FINAL: Replace with an abbreviated list of authors.
\authorrunning{T.~C.~Nauen et al.}
% First names are abbreviated in the running head.
% If there are more than two authors, 'et al.' is used.
% TODO FINAL: Replace with your institution list.
\institute{RPTU University Kaiserslautern-Landau, Kaiserslautern, Germany \and
German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany\\
\email{first\_second.last@dfki.de} / \email{first.last@dfki.de}
}
\maketitle
\input{sec/abstract}
\input{sec/intro}
\input{sec/related_work}
\input{sec/method}
\input{sec/experiments}
% \input{sec/future_work}
\input{sec/conclusion}
\input{sec/acks}
{
\small
\bibliographystyle{ieeenat_fullname}
\bibliography{../JabRef/main_bib}
}
\input{sec/abstract.tex}
\input{sec/intro.tex}
% \input{sec/intro_old.tex}
\input{sec/related_work.tex}
\input{sec/method.tex}
\input{sec/experiments.tex}
\input{sec/conclusion.tex}
\input{sec/acks.tex}
\bibliographystyle{splncs04}
\bibliography{../JabRef/main_bib}
% \newpage
% WARNING: do not forget to delete the supplementary pages from your submission
% \appendix
% \input{sec/appendix.tex}
% \onecolumn
% \input{sec/appendix}
\end{document}