Latent Code

Creator
Creator
Seonglae ChoSeonglae Cho
Created
Created
2023 Jun 14 6:29
Editor
Edited
Edited
2023 Jun 14 6:29
Refs
Refs

Latent Vector

Latent codes capture semantic information of images i.e. it capture domain information
 
We need to map from latent space vector z to data x

The posterior can be approximated by using encoder network

  • Data likelihood is intractable due to the integral
  • Posterior density is also intractable due to the data likelihood
 
 
 

There is neural network for encoder and for decoder

notion image
 
 
 
 
 
 
 
 
 

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