Deep learning / Generative models

Autoregressive Models — PixelCNN

Creating digits with deep generative models!

Walter Hugo Lopez Pinaya
Towards Data Science
9 min readMar 18, 2020

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Written by Walter Hugo Lopez Pinaya, Pedro F. da Costa, and Jessica Dafflon

Hi everybody! This is our first post of a series about modern autoregressive models. Here are the topics we are going to cover in this series:

Summary

  1. Autoregressive models — PixelCNN
  2. Modelling coloured images

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Postdoc at King’s Colege London & Assistant Professor at Federal University of ABC.