Deep Learning: Unsupervised Learning - Part 2

Deep Learning: Unsupervised Learning - Part 2

In this video, we show fundamental concepts of autoencoders (AEs) ranging from undercomplete and sparse AEs, over stacked and denoising AEs all the way to Variational Autoencoders.

Full Transcript
https://towardsdatascience.com/unsupe...

Video References:
3D Shape AEs
   • Exploring Generative 3D Shapes Using ...  

Sparse Autoencoders
   • Sparse autoencoder: parameter study 01  

Variational Autoencoders
   • Face manifold from conv/deconv variat...  

Music References
Aakash Ghandi - Til Death Parts us
   • Видео  

Richard Wagner - Ride of the Valkyries
   • Richard Wagner - Ride of The Valkyries  

Everet Almond - Chapstick
   • Chapstick - Everet Almond  

Further Reading:
A gentle Introduction to Deep Learning
https://www.sciencedirect.com/science...