What The Heck Are VAE-GANs?

Enoch Kan
The ML Practitioner
5 min readAug 17, 2018

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Yep, you read the title correctly. While a few friends of mine are vegans, none of them knew anything about VAE-GANs. VAE-GAN stands for Variational Autoencoder- Generative Adversarial Network (that is one heck of a name.) Before we get started, I must confess that I am no expert in this subject matter (I don’t have PhD in electrical engineering, just sayin’). But after reading several research papers and watching Ian Goodfellow’s 30-minute long intro to GANs, here is a short (yet concise) summary of my major takeaways:

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Enoch Kan
The ML Practitioner

ML Lead @ Kognitiv, Founder @ Kortex Labs, The ML Practitioner 🇬🇧 🇺🇸 🇭🇰