saurabtharu/autoencoder

Resources

Articles

• Introduction to autoencoders
• Generative Models - Variational Autoencoders
• Intuitively Understanding Variational Autoencoders
• Variational Autoencoders Explained - By KEVIN FRANS

Videos

• Under- and over-complete autoencoders
• Variational autoencoders
• Build a Variational AutoEncoder (VAE) using PyTorch - Example using USPS dataset
• Autoencoder In PyTorch - Theory & Implementation

By Aladdin Person

• Variational AutoEncoder Paper Walkthrough
• Variational Autoencoder from scratch in PyTorch

Research Paper

• Tutorial on Variational Autoencoders

Playlist

• Intro to Deep Learning and Generative Models Course