\documentclass[letterpaper]{article} % DO NOT CHANGE THIS \usepackage[submission]{aaai2026} % DO NOT CHANGE THIS \usepackage{times} % DO NOT CHANGE THIS \usepackage{helvet} % DO NOT CHANGE THIS \usepackage{courier} % DO NOT CHANGE THIS \usepackage[hyphens]{url} % DO NOT CHANGE THIS \usepackage{graphicx} % DO NOT CHANGE THIS \urlstyle{rm} % DO NOT CHANGE THIS \def\UrlFont{\rm} % DO NOT CHANGE THIS \usepackage{natbib} % DO NOT CHANGE THIS AND DO NOT ADD ANY OPTIONS TO IT \usepackage{caption} % DO NOT CHANGE THIS AND DO NOT ADD ANY OPTIONS TO IT \frenchspacing % DO NOT CHANGE THIS \setlength{\pdfpagewidth}{8.5in} % DO NOT CHANGE THIS \setlength{\pdfpageheight}{11in} % DO NOT CHANGE THIS % % These are recommended to typeset algorithms but not required. See the subsubsection on algorithms. Remove them if you don't have algorithms in your paper. \usepackage{algorithm} \usepackage{algorithmic} % % These are are recommended to typeset listings but not required. 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There's no need % for you to add the /Title and /Author tags. \pdfinfo{ /TemplateVersion (2026.1) } % DISALLOWED PACKAGES % \usepackage{authblk} -- This package is specifically forbidden % \usepackage{balance} -- This package is specifically forbidden % \usepackage{color (if used in text) % \usepackage{CJK} -- This package is specifically forbidden % \usepackage{float} -- This package is specifically forbidden % \usepackage{flushend} -- This package is specifically forbidden % \usepackage{fontenc} -- This package is specifically forbidden % \usepackage{fullpage} -- This package is specifically forbidden % \usepackage{geometry} -- This package is specifically forbidden % \usepackage{grffile} -- This package is specifically forbidden % \usepackage{hyperref} -- This package is specifically forbidden % \usepackage{navigator} -- This package is specifically forbidden % (or any other package that embeds links such as navigator or hyperref) % \indentfirst} -- This package is specifically forbidden % \layout} -- This package is specifically forbidden % \multicol} -- This package is specifically forbidden % \nameref} -- This package is specifically forbidden % \usepackage{savetrees} -- This package is specifically forbidden % \usepackage{setspace} -- This package is specifically forbidden % \usepackage{stfloats} -- This package is specifically forbidden % \usepackage{tabu} -- This package is specifically forbidden % \usepackage{titlesec} -- This package is specifically forbidden % \usepackage{tocbibind} -- This package is specifically forbidden % \usepackage{ulem} -- This package is specifically forbidden % \usepackage{wrapfig} -- This package is specifically forbidden % DISALLOWED COMMANDS % \nocopyright -- Your paper will not be published if you use this command % \addtolength -- This command may not be used % \balance -- This command may not be used % \baselinestretch -- Your paper will not be published if you use this command % \clearpage -- No page breaks of any kind may be used for the final version of your paper % \columnsep -- This command may not be used % \newpage -- No page breaks of any kind may be used for the final version of your paper % \pagebreak -- No page breaks of any kind may be used for the final version of your paperr % \pagestyle -- This command may not be used % \tiny -- This is not an acceptable font size. % \vspace{- -- No negative value may be used in proximity of a caption, figure, table, section, subsection, subsubsection, or reference % \vskip{- -- No negative value may be used to alter spacing above or below a caption, figure, table, section, subsection, subsubsection, or reference \setcounter{secnumdepth}{2} %May be changed to 1 or 2 if section numbers are desired. % The file aaai2026.sty is the style file for AAAI Press % proceedings, working notes, and technical reports. % % Title \newcommand{\name}{\textit{ForNet}\xspace} \newcommand{\schemename}{\textit{ForAug}\xspace} % Names: RecombiNet, RecombNet, ReMix, ReMixNet, FoReMix/ForeMix %%%%%%%%% TITLE - PLEASE UPDATE \title{\schemename: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation} %%%%%%%%% 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} } \affiliations { \textsuperscript{\rm 1}RPTU 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} } \begin{document} \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} \bibliography{../JabRef/main_bib} % \newpage % \onecolumn % \appendix % \input{sec/appendix} \newpage \input{sec/reproducability.tex} \end{document}