\def\ieee{0} \if\ieee1 \documentclass[sigconf]{acmart} \else \documentclass{llncs} \fi \usepackage{amsmath} \usepackage{mathtools} \usepackage{hyperref} \usepackage{listings} \usepackage{xcolor} \usepackage{subfig} \usepackage[inline]{enumitem} \usepackage{color} \usepackage{tikz} \usetikzlibrary{shapes.geometric, arrows} \tikzstyle{startstop} = [rectangle, rounded corners, minimum width=3cm, minimum height=1cm,text centered, draw=black, fill=red!30] \tikzstyle{io} = [rectangle, rounded corners,minimum width=3cm, minimum height=1cm, text centered, draw=black, fill=blue!30] \tikzstyle{process} = [rectangle, minimum width=3cm, minimum height=1cm, text centered, draw=black, fill=orange!30] \tikzstyle{decision} = [diamond, minimum width=3cm, minimum height=1cm, text centered, draw=black, fill=green!30] \tikzstyle{arrow} = [thick,->,>=stealth] \definecolor{codegreen}{rgb}{0,0.6,0} \definecolor{codegray}{rgb}{0.5,0.5,0.5} \definecolor{codepurple}{rgb}{0.58,0,0.82} \definecolor{backcolour}{rgb}{0.95,0.95,0.92} \lstdefinestyle{mystyle}{ backgroundcolor=\color{backcolour}, commentstyle=\color{codegreen}, keywordstyle=\color{magenta}, numberstyle=\tiny\color{codegray}, stringstyle=\color{codepurple}, basicstyle=\ttfamily\scriptsize, breakatwhitespace=false, breaklines=true, captionpos=b, keepspaces=true, numbers=left, numbersep=5pt, showspaces=false, showstringspaces=false, showtabs=false, tabsize=2 } \lstset{style=mystyle} \newcommand{\pmf}{$P{>}M{>}F$} %\lstset{basicstyle=\ttfamily, keywordstyle=\bfseries} \if\ieee1 \settopmatter{printacmref=false} % Removes citation information below abstract \renewcommand\footnotetextcopyrightpermission[1]{} % removes footnote with conference information in first column \pagestyle{plain} % removes running headers \fi %% %% \BibTeX command to typeset BibTeX logo in the docs \if\ieee1 \AtBeginDocument{% \providecommand\BibTeX{{% \normalfont B\kern-0.5em{\scshape i\kern-0.25em b}\kern-0.8em\TeX}}} \acmConference{Minimize labeling effort of Binary classification Tasks with Active learning}{2023}{Linz} \fi % Document \begin{document} %% %% The "title" command has an optional parameter, %% allowing the author to define a "short title" to be used in page headers. \title{Few shot learning for anomaly detection\\ Bachelor Thesis for AI} %% %% The "author" command and its associated commands are used to define %% the authors and their affiliations. %% Of note is the shared affiliation of the first two authors, and the %% "authornote" and "authornotemark" commands %% used to denote shared contribution to the research. \author{Lukas Heiligenbrunner} \if\ieee1 \email{k12104785@students.jku.at} \affiliation{% \institution{Johannes Kepler University Linz} \city{Linz} \state{Upperaustria} \country{Austria} \postcode{4020} } \else \institute{Johannes Kepler University Linz} \fi %% %% By default, the full list of authors will be used in the page %% headers. Often, this list is too long, and will overlap %% other information printed in the page headers. This command allows %% the author to define a more concise list %% of authors' names for this purpose. % \renewcommand{\shortauthors}{Lukas Heilgenbrunner} %% %% The abstract is a short summary of the work to be presented in the %% article. \if\ieee0 \maketitle \fi \begin{abstract} Todo abstract!! \end{abstract} %% %% Keywords. The author(s) should pick words that accurately describe %% the work being presented. Separate the keywords with commas. \if\ieee1 \keywords{neural networks, ResNET, pseudo-labeling, active-learning} \fi %\received{20 February 2007} %\received[revised]{12 March 2009} %\received[accepted]{5 June 2009} %% %% This command processes the author and affiliation and title %% information and builds the first part of the formatted document. \if\ieee1 \maketitle \fi \input{introduction} \input{materialandmethods} \input{implementation} \input{experimentalresults} \input{conclusionandoutlook} %% The next two lines define the bibliography style to be used, and %% the bibliography file. \bibliographystyle{ACM-Reference-Format} \bibliography{../src/sources} %% %% If your work has an appendix, this is the place to put it. \appendix % appendix \end{document} \endinput