Advanced36 min
Variational Autoencoders
Latent variable modelling, the ELBO derived in full, the reparameterisation trick and posterior collapse.
Not yet written
This lesson is on the syllabus but has no text yet
The full curriculum is published up front so you can see the whole route and its dependencies. Lessons are being written in curriculum order.
What it will cover
- VAE
- ELBO
- reparameterisation
- KL
- posterior collapse