Скачать или смотреть Chalk Talk 398: Variational Autoencoders

Variational Autoencoders, 2014-2017, Various authors

The Chalk Talk is back after a two week Labor Day hiatus. And, of course, we’re going to do some machine learning. We’ve covered autoencoders before (back in Chalk Talk 379) but this time we’re going to go deeper and see how you can use these things to generate completely new stuff! Just think, with variational autoencoders, you’ll be able to generate new kitten pictures at a moment’s notice. No one will need the internet any more.

We’re going to draw on a few very nice web pages and a tutorial for this Chalk Talk.

Variational Autoencoders Explained - A nice intro.
http://kvfrans.com/variational-autoen...

Tutorial on Variational Autoencoders - This is my main source for this Chalk Talk.
https://arxiv.org/abs/1606.05908

Tutorial - What is a variational autoencoder? - Another good explanation!
https://jaan.io/what-is-variational-a...

Denoising Autoencoders - A sweet intro into what autoencoders are.
http://deeplearning.net/tutorial/dA.html