
\begin{figure}[h]
	\begin{center}
		\includegraphics[width=\linewidth]{fig/selfatt_fig.pdf}
	\end{center}
	\vspace{-3mm}
	\caption{
		\textbf{Illustration of embedding adaptation}. \textbf{(a)} For query features, $\mathbf{Q} = z_s$ and $\mathbf{K} = \mathbf{V}  = z_q$, where $\mathbf{p}_{k}$ and $\mathbf{p}_{q}$ are the support and query prototypes obtained via dot product of the average attention scores per-$k$ shot with $\mathbf{V}$. \textbf{(b)}: Support features are modified by setting $\mathbf{Q} = z_q$ and $\mathbf{K} = \mathbf{V}  = z_s$. Finally, $n$ denotes the number of classes, with $q$ the number of queries.
	}
	\label{fig:selfatt}
	\vspace{-3mm}
\end{figure}