《Few-Shot Learning with Global Class Representations》

小咪咪 2023-08-17 16:42 98阅读 0赞

## Few-Shot Learning with Global Classs Reprentations ##

<table> 
 <thead> 
  <tr> 
   <th style="text-align:center;">The First Column</th> 
   <th style="text-align:center;">The Second Column</th> 
  </tr> 
 </thead> 
 <tbody> 
  <tr> 
   <td style="text-align:center;">标准小样本</td> 
   <td style="text-align:center;"><img src="https://img2018.cnblogs.com/blog/1433065/201909/1433065-20190905152205354-1078544301.png" alt="1433065-20190905152205354-1078544301.png"></td> 
  </tr> 
  <tr> 
   <td style="text-align:center;">广义小样本</td> 
   <td style="text-align:center;"><img src="https://img2018.cnblogs.com/blog/1433065/201909/1433065-20190905152238365-1160543210.png" alt="1433065-20190905152238365-1160543210.png"></td> 
  </tr> 
  <tr> 
   <td style="text-align:center;">episodic trianing</td> 
   <td style="text-align:center;">分段训练</td> 
  </tr> 
  <tr> 
   <td style="text-align:center;">training episode</td> 
   <td style="text-align:center;">训练阶段</td> 
  </tr> 
  <tr> 
   <td style="text-align:center;">注册误差</td> 
   <td style="text-align:center;">注册的误差</td> 
  </tr> 
  <tr> 
   <td style="text-align:center;">注册</td> 
   <td style="text-align:center;"><img src="https://img2018.cnblogs.com/blog/1433065/201909/1433065-20190907165653369-696158089.png" alt="1433065-20190907165653369-696158089.png"></td> 
  </tr> 
  <tr> 
   <td style="text-align:center;">训练框架示意图</td> 
   <td style="text-align:center;"><img src="https://img2018.cnblogs.com/blog/1433065/201909/1433065-20190907165908661-1578894150.png" alt="1433065-20190907165908661-1578894150.png"></td> 
  </tr> 
  <tr> 
   <td style="text-align:center;">分类误差</td> 
   <td style="text-align:center;"><img src="https://img2018.cnblogs.com/blog/1433065/201909/1433065-20190907172930365-2058471725.png" alt="1433065-20190907172930365-2058471725.png"></td> 
  </tr> 
  <tr> 
   <td style="text-align:center;">注册误差</td> 
   <td style="text-align:center;"><img src="https://img2018.cnblogs.com/blog/1433065/201909/1433065-20190907183059813-2065519616.png" alt="1433065-20190907183059813-2065519616.png"></td> 
  </tr> 
  <tr> 
   <td style="text-align:center;">episode</td> 
   <td style="text-align:center;">分段</td> 
  </tr> 
  <tr> 
   <td style="text-align:center;">总体误差</td> 
   <td style="text-align:center;">注册误差和分类误差</td> 
  </tr> 
 </tbody> 
</table>

转载于:https://www.cnblogs.com/hugeng007/p/11482267.html