Time to make some edits

Appendix1/appendix1.tex

@@ -4,6 +4,8 @@ \chapter{Experiment Specifications}
 
 \section*{Bayesian Settings}
 
+\subsection{Image Recognition}
+
 \begin{table}[h!]
  \centering
  \renewcommand{\arraystretch}{2}
@@ -35,8 +37,85 @@ \section*{Bayesian Settings}
 
 Sample size can vary from 10 to 25 as this range provided the best results. However, it can be played around with. For most of our experiments it is either 10 or 25 unless specified otherwise. 
 
+\subsection{Image Super Resolution}
+
+\begin{table}[h!]
+ \centering
+ \renewcommand{\arraystretch}{2}
+ \begin{tabular}[c]{c | c} 
+ \hline
+ variable & value \\ [0.5ex] 
+ \hline
+ learning rate & 0.01\\ 
+
+ epochs & 200 \\
+
+ batch size & 64 \\
+
+ upscale factor & 3 \\
+
+ loss & Mean Squared Error \\
+
+ seed & 123 \\
+
+ $(\alpha \mu^2)_{init}$ of approximate posterior $q_{\theta}(w|\mathcal{D})$ & -10 \\
+
+ optimizer & Adam \cite{kingma2014adam} \\
+
+ $\lambda$ in $\ell$-2 normalisation & 0.0005 \\
+
+ $\beta_i$ & $\frac{2^{M-i}}{2^M-1}$ \cite{blundell2015weight} \\ [1ex] 
+ \hline
+ \end{tabular} 
+ \renewcommand{\arraystretch}{2}
+\end{table}
+
+
+\subsection{Generative Adversarial Network}
+
+\begin{table}[h!]
+ \centering
+ \renewcommand{\arraystretch}{2}
+ \begin{tabular}[c]{c | c} 
+ \hline
+ variable & value \\ [0.5ex] 
+ \hline
+ learning rate & 0.001\\ 
+
+ epochs & 100 \\
+
+ batch size & 64 \\
+
+ image size & 64 \\
+
+ latent vector (nz) & 100 \\
+
+ number of generator factor (ndf) & 64 \\
+
+ number of discriminator factor (ndf) & 64 \\
+
+ upscale factor & 3 \\
+
+ loss & Mean Squared Error \\
+
+ number of channels (nc) & 3 \\
+
+ $(\alpha \mu^2)_{init}$ of approximate posterior $q_{\theta}(w|\mathcal{D})$ & -10 \\
+
+ optimizer & Adam \cite{kingma2014adam} \\
+
+ $\lambda$ in $\ell$-2 normalisation & 0.0005 \\
+
+ $\beta_i$ & $\frac{2^{M-i}}{2^M-1}$ \cite{blundell2015weight} \\ [1ex] 
+ \hline
+ \end{tabular} 
+ \renewcommand{\arraystretch}{2}
+\end{table}
+
 \section*{Non Bayesian Settings}
 
+\subsection{Image Recognition}
+
 \begin{table}[h!]
  \centering
  \renewcommand{\arraystretch}{2}