Skip to content

Commit

Permalink
fix #151
Browse files Browse the repository at this point in the history
  • Loading branch information
SwordYork committed Oct 9, 2017
1 parent 2771f78 commit e817374
Showing 1 changed file with 1 addition and 1 deletion.
2 changes: 1 addition & 1 deletion Chapter20/deep_generative_models.tex
Original file line number Diff line number Diff line change
Expand Up @@ -1508,7 +1508,7 @@ \subsection{\glsentrytext{GAN}}
\gls{generator_network}学习跟踪其点在某种程度上类似于训练点的流形,而不是最大化特定点的对数概率。
有点矛盾的是,这意味着模型可以将负无穷大的对数似然分配给测试集,同时仍然表示人类观察者判断为能捕获生成任务本质的流形。
这不是明显的优点或缺点,并且只要向\gls{generator_network}最后一层所有生成的值添加高斯噪声,就可以保证\gls{generator_network}向所有点分配非零概率。
以这种方式添加高斯噪声的\gls{generator_network}从相同分布的采样,即使用\gls{generator_network}参数化条件\gls{gaussian_distribution}的均值所获得的分布
以这种方式添加高斯噪声的\gls{generator_network},从中采样的分布,和使用\gls{generator_network}参数化条件\gls{gaussian_distribution}的均值所获得的分布是相同的

% -- 692 --

Expand Down

0 comments on commit e817374

Please sign in to comment.