m2_DL_GANS.tex 5.17 KB
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\documentclass[aspectratio=169,t,xcolor=table]{beamer}
%\documentclass[t]{beamer}
%\documentclass[handout,t]{beamer}

% pdf2ps cm_parole.pdf;
% intro, codage + DTW: psselect -p 1-35,51-61-63 cm_parole.ps > cm_parol_poly.ps
% DTW alone: psselect -p 1-19,35-47 cm_parole.ps > cm_parole_poly.ps
% decode psselect -p1-47,51-74 cm_parole.ps > cm_parole_poly.ps
% psnup -4 -H96mm -W128mm -m15mm -b6mm cm_parole_poly.ps cm_parole_poly.ps4
%
%\usepackage{pgfpages}
%\pgfpagelayout{4 on 1}{a4paper,landscape}

\mode<presentation>
{
  %\usetheme{PaloAlto}
%  \usetheme{Hannover}
  \usetheme{informatics}
  \useoutertheme{infolines}
 % \setbeamercovered{transparent} % or whatever (possibly just delete it)
}

\def\swidth{.7cm}
\setbeamersize{sidebar width left=\swidth}
\setbeamertemplate{sidebar left}
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  {\usebeamerfont{title in sidebar}%
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  \vskip3pt%
}%
%\insertframenumber/\inserttotalframenumber\hfill}%

\setbeamertemplate{footline}[page number]{} % change the numbering to page numbering instead of frame

\setbeamertemplate{navigation symbols}{}



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\usepackage{multimedia}
\usepackage{media9}
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\usepackage{array}
\setlength{\extrarowheight}{3pt}
%\usepackage{xspace}
%\usepackage{amsmath}

\usepackage{graphicx}
\usepackage[export]{adjustbox}

\input ../macros.tex
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\input ../macros_beamer.tex
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\input ../python.tex
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\usepackage[absolute,showboxes,overlay]{textpos}
%\TPshowboxestrue % commenter une fois fini
\TPshowboxesfalse % décommenter pour faire disparaitre les boites
\textblockorigin{10mm}{10mm} % origine des positions




% This is only inserted into the PDF information catalog. Can be left out. 
\subject{Apprentissage Automatique}
\title[]{[Apprentissage Automatique]\\ Generative Adversarial Networks}

\author[]{Loïc Barrault}

\institute[LIUM, Le Mans Université]
{
  loic.barrault@univ-lemans.fr \\
  Laboratoire d'Informatique de l'Université du Maine \\
}

%\date{09 janvier 2017}

% If you have a file called "university-logo-filename.xxx", where xxx
% is a graphic format that can be processed by latex or pdflatex,
% resp., then you can add a logo as follows:

%\pgfdeclareimage[height=0.5cm]{limsi-logo}{limsilogo}
%\logo{\pgfuseimage{limsi-logo}}
%\logo{\includegraphics[height=0.5cm]{limsilogo}}
%\logo{\epsfbox{limsilogo.eps}}

% Delete this, if you do not want the table of contents to pop up at
% the beginning of each subsection:
%\AtBeginSubsection[]
%{
%  \begin{frame}<beamer>
%    \frametitle{Outline}
%    \tableofcontents[currentsection,currentsubsection]
%  \end{frame}
%}


% If you wish to uncover everything in a step-wise fashion, uncomment
% the following command: 

%\beamerdefaultoverlayspecification{<+->}

\newtheorem{conclusion}[theorem]{Conclusions}

\begin{document}

\begin{frame}
  \titlepage
\end{frame}


%\input{mt_neural.tex}


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%\begin{frame}
%  \frametitle{}
%\begin{block}{}
%    \begin{itemize}
%    \item TEMPLATE
%    \end{itemize}
%\end{block}
%\end{frame}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{frame}
  \frametitle{Plan}
\begin{block}{}
    \begin{itemize}
    \item Modèles discriminants vs. génératifs
    \item GAN
	\begin{itemize}
	\item Architecture
	\item Applications
		\begin{itemize}
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		\item Représentation/Génération d'images
		\item Comprendre l'espace de représentation
		\item Génération d'image à partir d'un texte
		\item StackGAN, CycleGAN, DeepDream
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		\end{itemize}
	\end{itemize}
    \end{itemize}
\end{block}
\end{frame}


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{frame}
  \frametitle{Sources principales}
\begin{block}{}
    \begin{itemize}
    \item "Generative Adversarial Networks", I. Goodfellow\\
    \begin{itemize}
	 \item \url{https://arxiv.org/abs/1406.2661}
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	 \item \cite{GoodfellowGAN,GoodfellowGANtuto,SalimansGZCRC16}
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    \end{itemize}
    \item "Introduction GAN + code tensorflow", 
    \begin{itemize}
	\item \url{http://blog.aylien.com/introduction-generative-adversarial-networks-code-tensorflow/}
    \end{itemize}
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    \item "Generative Models", blog OpenAI
    \begin{itemize}
	\item \url{https://blog.openai.com/generative-models/}
    \end{itemize}
    \item "Adversarially Learned Inference"
    \begin{itemize}
	\item \url{https://ishmaelbelghazi.github.io/ALI/}
    \end{itemize}
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    \end{itemize}
\end{block}
\end{frame}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\input{gan.tex}






% and kill the abominable icon
\setbeamertemplate{bibliography item}{}

\begin{frame}[allowframebreaks]
        \frametitle{References}
%        \bibliographystyle{amsalpha}
        \bibliographystyle{apalike}
        \bibliography{refs}
\end{frame}


\end{document}