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-rw-r--r--report/template.latex6
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diff --git a/report/template.latex b/report/template.latex
index 232f8b3..8d27aef 100644
--- a/report/template.latex
+++ b/report/template.latex
@@ -47,7 +47,7 @@
%%%%%%%%% ABSTRACT
\begin{abstract}
- Abstract - In this paper we investigate triplet loss based methods for verification, matching and retrieval of the HPatches dataset. We explore a system of two models, one for denoising of the patches and one for generation of descriptors. We are able to show that a model trained with online hard patch mining, while more difficult, is able to achieve improved performance over a classical Siamese triplet network.
+ Abstract - In this paper we investigate triplet loss based methods for verification, matching and retrieval of the HPatches dataset. We explore a system of two models - one for denoising of the patches and one for generation of descriptors. We show that a model utilising online hard mining, while more difficult, is able to achieve improved performance over a classical Siamese triplet network.
\end{abstract}
\providecommand{\tightlist}{%
@@ -77,6 +77,10 @@ $endif$
\newcommand{\nnfn}{f_\theta}
\newcommand{\norm}[1]{\left\lVert#1\right\rVert} % Thanks http://tex.stackexchange.com/a/107190
+\makeatletter
+\def\fps@figure{h}
+\makeatother
+
$body$
$if(natbib)$