<p>It could be ELBO loss fault, try to use <a href="https://arxiv.org/abs/1706.02262" rel="nofollow noreferrer">MMD</a> instead </p>
Why my autoencoder outputs have low variance?
<p>I am trying to create a convolutional autoencoder which recover (800,800,1) images. What i found is that if I use a deeper architecture (more than 2 layers for encoder and decoder) the outputs tend to have a small variance and a lower mean value, but I don't understand what's wrong.</p>