add plots

This commit is contained in:
2025-11-23 00:40:19 +01:00
parent 905bad7af3
commit 1384d2036e
6 changed files with 104 additions and 40 deletions

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@@ -99,6 +99,12 @@
\end{itemize}
\end{frame}
\begin{frame}
\centering
\includegraphics[scale=0.8]{rsc/overplotting}
\footnotesize\text{Source: https://statisticsglobe.com/avoid-overplotting-r}
\end{frame}
\begin{frame}{Limitations of Traditional Approaches}
\begin{itemize}
\item Transparency-based methods
@@ -216,28 +222,31 @@
\end{itemize}
\end{enumerate}
\end{frame}
%----------------------------------------------------------------------------------------
% SECTION 5: IMPLEMENTATION
%----------------------------------------------------------------------------------------
\section{GPU Implementation}
\begin{frame}
\centering
\begin{figure}
\centering
\begin{minipage}{0.4\textwidth}
\centering
\includegraphics[width=\textwidth]{rsc/2408.06513v1_page_7_1}
\begin{frame}{Efficient GPU Computation}
\begin{itemize}
\item All major steps implemented on GPU:
\begin{itemize}
\item Density accumulation
\item Gaussian smoothing
\item Integral image computation
\end{itemize}
\item Fast multi-pass reduction for InIms
\item Complexity:
\[
O(n + m)
\]
where $m = 2^k \times 2^k$ is texture resolution
\item Achieves interactive rates for millions of samples
\end{itemize}
\vspace{4pt}
\footnotesize MNIST Dataset (UMAP)
\end{minipage}
\begin{minipage}{0.15\textwidth}
\centering
$\Longrightarrow$
\end{minipage}
\begin{minipage}{0.4\textwidth}
\centering
\includegraphics[width=\textwidth]{rsc/2408.06513v1_page_7_2}
\vspace{4pt}
\footnotesize Visual encoding of the density-equalizing transform
\end{minipage}
\label{fig:figure}
\end{figure}
\end{frame}
%----------------------------------------------------------------------------------------
@@ -275,6 +284,60 @@
\end{itemize}
\end{frame}
\begin{frame}{Three Proposed Encodings II}
\centering
\begin{figure}
\centering
\begin{minipage}{0.3\textwidth}
\centering
\includegraphics[width=\textwidth]{rsc/2408.06513v1_page_7_2}
\vspace{4pt}
\footnotesize Deformed grid lines
\end{minipage}
\begin{minipage}{0.3\textwidth}
\centering
\includegraphics[width=\textwidth]{rsc/2408.06513v1_page_7_3}
\vspace{4pt}
\footnotesize Background density texture
\end{minipage}
\begin{minipage}{0.3\textwidth}
\centering
\includegraphics[width=\textwidth]{rsc/2408.06513v1_page_7_4}
\vspace{4pt}
\footnotesize Contour lines
\end{minipage}
\label{fig:figure2}
\end{figure}
\end{frame}
%----------------------------------------------------------------------------------------
% SECTION 5: IMPLEMENTATION
%----------------------------------------------------------------------------------------
\section{GPU Implementation}
\begin{frame}{Efficient GPU Computation}
\begin{itemize}
\item All major steps implemented on GPU:
\begin{itemize}
\item Density accumulation
\item Gaussian smoothing
\item Integral image computation
\end{itemize}
\item Fast multi-pass reduction for InIms
\item Complexity:
\[
O(n + m)
\]
where $m = 2^k \times 2^k$ is texture resolution
\item Achieves interactive rates for millions of samples
\end{itemize}
\end{frame}
%----------------------------------------------------------------------------------------
% SECTION 7: RESULTS
%----------------------------------------------------------------------------------------
@@ -294,6 +357,27 @@
\includegraphics[scale=0.4]{rsc/results}
\end{frame}
% --- THE END
\begin{frame}[focus]
Thanks for your Attention!
\end{frame}
%----------------------------------------------------------------------------------------
% CLOSING/SUPPLEMENTARY SLIDES
%----------------------------------------------------------------------------------------
\appendix
\begin{frame}{Sources}
\nocite{*} % Display all references regardless of if they were cited
\bibliography{sources}
\bibliographystyle{plain}
\end{frame}
\section{Backup}\label{sec:backup}
\begin{frame}{User Study}
\begin{itemize}
\item 25 participants, 3 tasks:
@@ -315,24 +399,4 @@
\end{itemize}
\end{itemize}
\end{frame}
% --- THE END
\begin{frame}[focus]
Thanks for your Attention!
\end{frame}
%----------------------------------------------------------------------------------------
% CLOSING/SUPPLEMENTARY SLIDES
%----------------------------------------------------------------------------------------
\appendix
\begin{frame}{Sources}
\nocite{*} % Display all references regardless of if they were cited
\bibliography{sources}
\bibliographystyle{plain}
\end{frame}
\end{document}

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