Update on Overleaf.

presentation/diagrams/geometry_term_diff.tex

@@ -43,6 +43,7 @@
                 \end{tikzpicture}
             \end{minipage}
             \begin{minipage}{0.4\linewidth}
+                \caption{Differentiation of the left graph with respect to $\omega$.}
                 \caption{Differentiation of the left graph with respect to $\omega$.}
                 \label{fig:dirac-delta-spike}
             \end{minipage}

presentation/diagrams/raytracing_anim.tex

@@ -12,7 +12,7 @@
                 kit-green100
             ](0.25,0.25) -- (0.25,1.75) -- (1.75,1.75) -- (1.75,0.25) -- cycle;
 
-            \node[below] at (1,-0.3) {$\uparrow$Sun$\uparrow$};
+            \node[below] at (1,-0.3) {$\uparrow$sun$\uparrow$};
 
             \only<2>{
                 \foreach \x in {0,0.25,...,2}{

presentation/modules/basic_terms.tex

@@ -1,9 +1,9 @@
-\section{Basic terms}
-\begin{frame}
-    \centering
-    \Huge
-    Basic terms
-\end{frame}
+\section{Basic Terms}
+% \begin{frame}
+%     \centering
+%     \Huge
+%     Basic Terms
+% \end{frame}
 \subsection{Raytracing}
 \begin{frame}{Raytracing}
     \begin{center}
@@ -68,13 +68,13 @@
     \input{diagrams/raytracing_anim}    
 \end{frame}
 
-\begin{frame}{Image synthesis~-~optical phenomena}
+\begin{frame}{Image synthesis~-~Optical Phenomena}
     \centering
     \includegraphics[width=0.38\linewidth]{proseminar_cycles_annotated.png}
 \end{frame}
 
-\subsection{Differentiable rendering}
-\begin{frame}{Differentiable rendering}
+\subsection{Differentiable Rendering}
+\begin{frame}{Differentiable Rendering}
     \begin{itemize}
         \item Given: Function mapping a 3D-scene to a real number (e.g.\ error function)
         \item Target: Calculate gradient of that function

presentation/modules/motivation.tex

@@ -1,10 +1,10 @@
-\section{Motivation~-~why differentiable rendering is important}
-\begin{frame}
-    \centering
-    \Huge
-    Motivation~-~why differentiable rendering is important
-\end{frame}
-\begin{frame}{Importance of differentiable rendering}
+\section{Motivation~-~Why differentiable Rendering is important}
+% \begin{frame}
+%     \centering
+%     \Huge
+%     Motivation~-~Why differentiable Rendering is important
+% \end{frame}
+\begin{frame}{Importance of differentiable Rendering}
     \begin{block}{Examples for Applications}
         \begin{itemize}
             \item Learning-based Inverse Rendering of Complex Indoor Scenes
@@ -19,8 +19,8 @@ with Differentiable Monte Carlo Raytracing [\cite{ACM:inverse_rendering}]\\
         \end{itemize}
     \end{block}
 \end{frame}
-\subsection{Inverse rendering}
-\begin{frame}{Inverse rendering}
+\subsection{Inverse Rendering}
+\begin{frame}{Inverse Rendering}
     \begin{itemize}
         \item Conventional rendering: Synthesize an Image from a 3D scene
         \item Inverse problem: Synthesize a 3D scene from images
@@ -36,7 +36,7 @@ with Differentiable Monte Carlo Raytracing [\cite{ACM:inverse_rendering}]\\
 \end{frame}
 
 
-\begin{frame}{Inverse rendering~-~current example}
+\begin{frame}{Inverse Rendering~-~Current Example}
     \centering
   \includemedia[
     width=0.62\linewidth,height=0.35\linewidth,
@@ -54,12 +54,12 @@ with Differentiable Monte Carlo Raytracing [\cite{ACM:inverse_rendering}]\\
   
   Source:~\cite{ACM:inverse_rendering_signed_distance_function}
 \end{frame}
-\subsection{Adversarial image generation}
-\begin{frame}{Adversarial image generation}
+\subsection{Adversarial Image Generation}
+\begin{frame}{Adversarial Image Generation}
 \begin{center}
     \begin{minipage}{0.4\linewidth}
         \begin{itemize}
-            \item Common Problem in machine learning: Classification\\
+            \item Common problem in machine learning: Classification\\
             $\implies$ Given a set of labels and a set of data, assign a label to each element in the dataset
             \item Labeled data is needed to train classifier network
         \end{itemize}
@@ -73,7 +73,7 @@ with Differentiable Monte Carlo Raytracing [\cite{ACM:inverse_rendering}]\\
     \end{minipage}
 \end{center}
 \end{frame}
-\begin{frame}{Adversarial image generation}
+\begin{frame}{Adversarial Image Generation}
 \begin{itemize}
     \item Problem: Labeling training data is tedious\\
     $\implies$ We want to automatically generate training data
@@ -84,7 +84,7 @@ with Differentiable Monte Carlo Raytracing [\cite{ACM:inverse_rendering}]\\
 \end{itemize}
 \end{frame}
 
-\begin{frame}{Adversarial image generation~-~example [\cite{DBLP:journals/corr/abs-1910-00727}]}
+\begin{frame}{Adversarial Image Generation~-~Example [\cite{DBLP:journals/corr/abs-1910-00727}]}
 \begin{center}
 \begin{figure}
     \begin{minipage}{0.45\linewidth}
@@ -96,8 +96,8 @@ with Differentiable Monte Carlo Raytracing [\cite{ACM:inverse_rendering}]\\
         \includegraphics[width=\linewidth]{img/adversarial_rendering_results/incorrect_pedestrian.png}
     \end{minipage}
     \centering
-    \caption{Left: Original images, features are correctly identified.\\
-    Right: adversarial examples, missing/wrong identifications after only semantic changes}
+    \caption{Left: Original images, features are correctly identified\\
+    Right: Adversarial examples, missing/wrong identifications after only semantic changes}
     \label{fig:adv_img_example}
 \end{figure}
 \end{center}

presentation/modules/problems.tex

@@ -1,11 +1,11 @@
 \section{Problems}
-\begin{frame}
-    \centering
-    \Huge
-    Problems
-\end{frame}
-\subsection{Why differentiable rendering is hard}
-\begin{frame}{Why differentiable rendering is hard}
+% \begin{frame}
+%     \centering
+%     \Huge
+%     Problems
+% \end{frame}
+\subsection{Why differentiable Rendering is hard}
+\begin{frame}{Why differentiable Rendering is hard}
     \begin{itemize}
         \item Geometry term
         \item Causes dirac delta terms\\
@@ -14,16 +14,16 @@
         \item Need to differentiate with respect to any scene parameter
     \end{itemize}   
 \end{frame}
-\begin{frame}{primary occlusion}
+\begin{frame}{Primary Occlusion}
     \centering
     \input{diagrams/diagramm_occlusion.tex}
 \end{frame}
-\begin{frame}{Angle change $\leftrightarrow$ visibility change}
+\begin{frame}{Angle change $\leftrightarrow$ Visibility change}
     \centering
     \input{diagrams/geometry_term_diff.tex}
 \end{frame}
-\subsection{Former methods}
-\begin{frame}{Former methods}
+\subsection{Former Methods}
+\begin{frame}{Former Methods}
     \begin{block}{Previous differentiable renderers considered by this paper}
         \begin{itemize}
             \item OpenDR [\cite{DBLP:OpenDR}]
@@ -33,7 +33,7 @@
         \end{itemize}
     \end{block}
 \end{frame}
-\begin{frame}{Former methods~-~visualization}
+\begin{frame}{Former Methods~-~Visualization}
     \begin{figure}
         \begin{minipage}{0.12\linewidth}
             \begin{figure}

presentation/modules/this_method.tex

@@ -1,11 +1,11 @@
-\section{This method}
-\begin{frame}
-    \centering
-    \Huge
-    This method
-\end{frame}
-\subsection{Edge sampling}
-\begin{frame}{Edge sampling}
+\section{This Method}
+% \begin{frame}
+%     \centering
+%     \Huge
+%     This Method
+% \end{frame}
+\subsection{Edge Sampling}
+\begin{frame}{Edge Sampling}
     \setbeamercovered{transparent}
     \begin{block}{Assumptions}
         \begin{itemize}
@@ -25,12 +25,12 @@
     \end{block}
 \end{frame}
 
-\begin{frame}{Edge sampling~-~Illustration}
+\begin{frame}{Edge Sampling~-~Illustration}
     \centering
     \input{diagrams/edge_sampling}
 \end{frame}
 
-\begin{frame}{Edge sampling~-~half spaces}
+\begin{frame}{Edge Sampling~-~Half Spaces}
     \begin{minipage}{0.5\linewidth}
         \input{diagrams/halfspaces}
     \end{minipage}
@@ -46,7 +46,7 @@
     \end{minipage}
 \end{frame}
 
-\begin{frame}[t]{Edge sampling~-~math background}
+\begin{frame}[t]{Edge Sampling~-~Math Background}
         Color:
         \only<1>{
         \[
@@ -65,9 +65,9 @@
         Use half spaces to rewrite integral:
         \[
             \sum_i\iint
-            \underbrace{\theta(}_{\text{step function}}
+            \underbrace{\theta(}_{\text{Step function}}
             \underbrace{\alpha_i(x,y)}_{\text{Edge equation formed by the triangle edge}})
-            \underbrace{f_i(x,y)}_{\text{half space (may contain Heaviside step functions itself)}}
+            \underbrace{f_i(x,y)}_{\text{Half space (may contain Heaviside step functions itself)}}
         \]
         }
     
@@ -87,7 +87,7 @@
         
 \end{frame}
 
-\begin{frame}{Inverse rendering~-~Results in this paper}
+\begin{frame}{Inverse Rendering~-~Results in this Paper}
     \begin{block}{Inverse rendering here}
         \begin{itemize}
             \item Parameters: Camera pose, material parameters, light source intensity
@@ -102,7 +102,7 @@
     \end{block}
 \end{frame}
 
-\begin{frame}{Inverse rendering~-~results in this paper}
+\begin{frame}{Inverse Rendering~-~Results in this Paper}
 \begin{center}
     \begin{minipage}{0.25\linewidth}
     \begin{figure}
@@ -231,7 +231,7 @@
     \end{figure}
 \end{frame}
 
-\begin{frame}{Inverse rendering~-~example from this paper}
+\begin{frame}{Inverse Rendering~-~Example from this Paper}
     \centering
     \begin{minipage}{0.19\linewidth}
         \begin{figure}
@@ -275,7 +275,7 @@
     \end{minipage}
 \end{frame}
 
-\begin{frame}{Inverse rendering~-~example from this paper}
+\begin{frame}{Inverse Rendering~-~Example from this Paper}
         \centering
   \includemedia[
     width=0.62\linewidth,height=0.35\linewidth,
@@ -293,7 +293,7 @@
   All media in this section taken from~\cite{ACM:diffable_raytracing}
 \end{frame}
 
-\subsection{Conclusion~-~What can this method do?}
+\subsection{Conclusion~-~What can this Method do?}
 \begin{frame}{Conclusion}
     \setbeamercovered{transparent}
     \begin{block}{Possibilities}

presentation/presentation.tex

@@ -22,13 +22,13 @@
 \grouplogo{} 
 
 %% Gruppenname und Breite (Standard: 50 mm)
-\groupname{Proseminar ``differentiable programming``}
+\groupname{Proseminar ``Differentiable Programming``}
 %\groupnamewidth{50mm}
 
 % Beginn der Präsentation
 
 \title[Differentiable Monte Carlo Ray Tracing through Edge Sampling]{Differentiable Monte Carlo Ray Tracing through Edge Sampling}
-\subtitle{presentation for the proseminar ``differentiable programming``} 
+\subtitle{Presentation for the Proseminar ``Differentiable Programming``} 
 \author[Clemens Dautermann]{Clemens Dautermann}
 
 \date[\presentationdate]{\presentationdate}