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Training CNNs with Low-Rank Filters for Efficient Image Classification: Trained Models

Ioannou, Yani


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        <foaf:name>Ioannou, Yani</foaf:name>
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    <dct:title>Training CNNs with Low-Rank Filters for Efficient Image Classification: Trained Models</dct:title>
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    <dcat:keyword>Deep Learning</dcat:keyword>
    <dcat:keyword>Machine Learning</dcat:keyword>
    <dcat:keyword>Computer Vision</dcat:keyword>
    <dcat:keyword>ILSVRC</dcat:keyword>
    <dcat:keyword>Low-Rank</dcat:keyword>
    <dcat:keyword>Neural Networks</dcat:keyword>
    <dcat:keyword>Convolutional Neural Networks</dcat:keyword>
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    <dct:description>&lt;p&gt;Models from experiments referenced in the paper &amp;quot;Training CNNs with Low-Rank Filters for Efficient Image Classification&amp;quot;,&amp;nbsp;https://arxiv.org/abs/1511.06744&lt;/p&gt; &lt;p&gt;Model names differ from those in the paper, but the csv files for each set of experiments relates the paper&amp;#39;s name for the model and the real name of the model here:&lt;/p&gt; &lt;ul&gt; &lt;li&gt;cifarma.csv: Network-in-Network CIFAR10 Models&lt;/li&gt; &lt;li&gt;mitma.csv: MIT Places Models&lt;/li&gt; &lt;li&gt;googlenetma.csv: GoogLeNet ILSVRC2012 Models&lt;/li&gt; &lt;li&gt;vggma.csv: VGG-11 ILSVRC2012 Models&lt;/li&gt; &lt;/ul&gt; &lt;p&gt;&amp;nbsp;&lt;/p&gt; &lt;p&gt;&amp;nbsp;&lt;/p&gt;</dct:description>
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