Body: <p>I don't really understand the reason of this. I have listed the outputs of different models below.</p>
  <p>Gan (source: self made simple GAN for CIFAR10)</p>
  <p><a href="https://i.sstatic.net/U0gJW0ED.png" rel="nofollow noreferrer"><img src="https://i.sstatic.net/U0gJW0ED.png" alt="enter image description here" /></a></p>
  <p>Vq-vae (source: <a href="https://arxiv.org/pdf/1906.00446" rel="nofollow noreferrer">link</a>)</p>
  <p><a href="https://i.sstatic.net/fIC40d6t.png" rel="nofollow noreferrer"><img src="https://i.sstatic.net/fIC40d6t.png" alt="enter image description here" /></a></p>
  <p>What i mean is illustrated here.</p>
  <p>The image that we want to encode then decode (reconstruction)
  <a href="https://i.sstatic.net/lQZVN019.png" rel="nofollow noreferrer"><img src="https://i.sstatic.net/lQZVN019.png" alt="enter image description here" /></a></p>
  <p>The input of the model</p>
  <p><a href="https://i.sstatic.net/M6X4ODFp.png" rel="nofollow noreferrer"><img src="https://i.sstatic.net/M6X4ODFp.png" alt="enter image description here" /></a></p>
  
Comments.ContentLicense: CC BY-SA 4.0
Comments.CreationDate: 2024-06-19T09:40:29.680Z
Comments.Text: To provide an answer, it would be helpful to get the sources of your images as well as a bit of elaboration on what i am looking at. Is this the output of the model? Is this somewhere in the middle? What is actually visualized here?
Comments.UserDisplayName: Robin van Hoorn
Comments.ContentLicense: CC BY-SA 4.0
Comments.CreationDate: 2024-06-19T11:30:18.640Z
Comments.Text: @RobinvanHoorn , edited question
Comments.UserDisplayName: Тима 
Tags: <generative-adversarial-networks><generative-model>
Title: Why generative models produce mesh structure at the beginning?
UserDisplayName: Тима 
ThreadText: # Why generative models produce mesh structure at the beginning?
  
  (Asked by: username_0 on 2024-06-18)
  
  I don't really understand the reason of this. I have listed the outputs of different models below.
  
  Gan (source: self made simple GAN for CIFAR10)
  
  [![enter image description here](https://i.sstatic.net/U0gJW0ED.png)](https://i.sstatic.net/U0gJW0ED.png)
  
  Vq-vae (source: [link](https://arxiv.org/pdf/1906.00446))
  
  [![enter image description here](https://i.sstatic.net/fIC40d6t.png)](https://i.sstatic.net/fIC40d6t.png)
  
  What i mean is illustrated here.
  
  The image that we want to encode then decode (reconstruction)
  [![enter image description here](https://i.sstatic.net/lQZVN019.png)](https://i.sstatic.net/lQZVN019.png)
  
  The input of the model
  
  [![enter image description here](https://i.sstatic.net/M6X4ODFp.png)](https://i.sstatic.net/M6X4ODFp.png)
  
  **Tags:** generative-adversarial-networks, generative-model
  
  > **Comments:**
  > **username_1**: To provide an answer, it would be helpful to get the sources of your images as well as a bit of elaboration on what i am looking at. Is this the output of the model? Is this somewhere in the middle? What is actually visualized here?  
  > **username_0**: @username_1 , edited question  
  
  ---
  
  ## 0 answers
  
  