Update README.md

Author: RedditSota

README.md

@@ -141,7 +141,27 @@ Research Paper | Datasets  | Metric | Source Code | Year
 [The Microsoft 2017 Conversational Speech Recognition System](https://arxiv.org/pdf/1708.06073.pdf) | Switchboard Hub5'00  | WER: 5.1 | NOT FOUND | 2017
 
 
-
+## Semi-supervised Learning
+#### Computer Vision
+<table>
+  <tbody>
+    <tr>
+      <th width="30%">Research Paper</th>
+      <th align="center" width="20%">Datasets</th>
+      <th align="center" width="20%">Metric</th>
+      <th align="center" width="20%">Source Code</th>
+      <th align="center" width="10%">Year</th>
+    </tr>
+    <tr>
+      <td><a href='https://arxiv.org/pdf/1507.00677.pdf'> DISTRIBUTIONAL SMOOTHING
+WITH VIRTUAL ADVERSARIAL TRAINING </a></td>
+      <td align="left">Unsupervised CIFAR 10</td>
+      <td align="left">Inception score: 8.80 </td>
+      <td align="left"> <a href='https://github.com/tkarras/progressive_growing_of_gans'>Theano</a></td>
+      <td align="left">2017</td>    
+    </tr>
+  </tbody>
+</table>
 
 ## Unsupervised Learning
 
@@ -159,9 +179,9 @@ Research Paper | Datasets  | Metric | Source Code | Year
     <tr>
       <td><a href='http://research.nvidia.com/sites/default/files/publications/karras2017gan-paper-v2.pdf'> PROGRESSIVE GROWING OF GANS FOR IMPROVED
 QUALITY, STABILITY, AND VARIATION </a></td>
-      <td align="left">Unsupervised CIFAR 10</td>
-      <td align="left">Inception score: 8.80 </td>
-      <td align="left"> <a href='https://github.com/tkarras/progressive_growing_of_gans'>Theano</a></td>
+      <td align="left"> <ul><li> SVHN </li><li> NORB </li></ul></td>
+      <td align="left"> <ul><li> Test error: 24.63 </li><li> Test error: 9.88 </li></ul> </td>
+      <td align="left"> <a href='https://github.com/takerum/vat'>Theano</a></td>
       <td align="left">2017</td>    
     </tr>
   </tbody>