Commit 8109fa3a authored by Amelie Royer's avatar Amelie Royer

minor cosmetic improvements

parent 4f375e16
...@@ -6,8 +6,8 @@ ...@@ -6,8 +6,8 @@
\item How to most efficiently fine-tune $M$ for new task $T': X' \rightarrow Y$ where $\mathcal{P}(X) \neq \mathcal{P}(X')$ \item How to most efficiently fine-tune $M$ for new task $T': X' \rightarrow Y$ where $\mathcal{P}(X) \neq \mathcal{P}(X')$
\item \textbf{Baseline:} Fine-tuning \item \textbf{Baseline:} Fine-tuning
\begin{itemize} \begin{itemize}
\item slow for large models \item slow/intensive for large models
\item overfitting (small $X'$, many parameters) \item might overfit (small $X'$, many parameters)
\end{itemize} \end{itemize}
\end{itemize} \end{itemize}
\end{minipage} \end{minipage}
...@@ -16,11 +16,13 @@ ...@@ -16,11 +16,13 @@
\begin{center} \begin{center}
\newcommand{\pacsheight}{2.5cm} \newcommand{\pacsheight}{2.5cm}
\textbf{Example (PACS~\blue{[1]} dataset and variants)} \textbf{Example (PACS~\blue{[1]} dataset and variants)}
\vspace{0.25cm}
\begin{minipage}[c]{0.16\textwidth} \begin{minipage}[c]{0.16\textwidth}
\centering \includegraphics[height=\pacsheight]{pacs_1.png} \centering \includegraphics[height=\pacsheight]{pacs_1.png}
\centering \scriptsize \blue{Photo (base)} \centering \scriptsize \blue{Photo (base)}
\end{minipage}~~~ \end{minipage}~\hspace{5pt}\vrule\hspace{5pt}~
\begin{minipage}[c]{0.14\textwidth} \begin{minipage}[c]{0.14\textwidth}
\centering \includegraphics[height=\pacsheight]{pacs_2.png} \centering \includegraphics[height=\pacsheight]{pacs_2.png}
...@@ -58,7 +60,7 @@ ...@@ -58,7 +60,7 @@
\end{itemize} \end{itemize}
\end{minipage} \end{minipage}
\begin{minipage}[c]{0.5\textwidth} \begin{minipage}[c]{0.5\textwidth}
\raisebox{-0.5\height}{\includegraphics[width=0.44\textwidth]{fine-tuning/seelction_criterion.pdf}} \raisebox{-0.5\height}{\includegraphics[width=0.58\textwidth]{fine-tuning/seelction_criterion.pdf}}
`~~ `~~
\raisebox{-0.5\height}{\includegraphics[width=0.45\textwidth]{fine-tuning/selection_criterion_pacs.png}} \raisebox{-0.5\height}{\includegraphics[width=0.33\textwidth]{fine-tuning/selection_criterion_pacs.png}}
\end{minipage} \end{minipage}
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