Commit 29defe1f authored by Amelie Royer's avatar Amelie Royer

Merge branch 'master' of git.ist.ac.at:buithimai.phuong/ard_poster

parents db71bd39 c338bbff
......@@ -184,41 +184,37 @@ Object categorization methods are trained to recognize \textbf{1000s of classes}
\begin{block}{\Large Example: Class-incremental learning}
\textbf{Situation:}
\begin{itemize}
\item classes appear sequentially (or in batches) % $c_1,c_2,\dots,c_T$
\item each class $y$ has training images $X^y=\{x^y_1,\dots,x^y_{n_y}\}$
\end{itemize}
\bigskip
\textbf{We want to/we can:}
\begin{itemize}
\item for any number of observed classes, $t$, learn a multi-class classifier% for $c_1,\dots,c_t$
\item store a certain number, $K$, of images (a few hundreds or thousands)
\end{itemize}
\begin{center}
yes%\includegraphics{dummy} ~~
\includegraphics[width=.5\columnwidth]{incremental}
\end{center}
\bigskip
Object categorization methods are trained to recognize \textbf{1000s of classes}:
\end{block}
\begin{block}{\Large Example: Multi-task Learning}
\begin{center}
yes%\includegraphics{dummy} ~~
\includegraphics[width=.5\columnwidth]{asya-multitask-with-theorem}
\end{center}
\bigskip
Object categorization methods are trained to recognize \textbf{1000s of classes}:
\end{block}
\begin{block}{\Large Example: Multi-output Distillation}
\textbf{Situation:}
\begin{itemize}
\item classes appear sequentially (or in batches) % $c_1,c_2,\dots,c_T$
\item each class $y$ has training images $X^y=\{x^y_1,\dots,x^y_{n_y}\}$
\end{itemize}
\bigskip
\textbf{We want to/we can:}
\begin{itemize}
\item for any number of observed classes, $t$, learn a multi-class classifier% for $c_1,\dots,c_t$
\item store a certain number, $K$, of images (a few hundreds or thousands)
\end{itemize}
\begin{center}
\includegraphics{multi-output/architecture.pdf}
\end{center}
\end{block}
\end{column}
......
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