Lectures

You can download the lectures here. We will try to upload lectures prior to their corresponding classes.

• 

  Overview
  tl;dr: Overview of deeplearning.
  [slides] [rednote] [public version video]
  

  Course Project 1 Release

• 

  Supervised Learning 1
  tl;dr: Supervised Leanring 1.
  [slides] [rednote] [public version video]
  

  Course Project 2 Release

• 

  Supervised Learning 2
  tl;dr: Supervised Leanring 2.
  [slides] [rednote] [public version video]
  
• 

  Energy-Based Model
  tl;dr: Energy-Based Model.
  [slides] [rednote]
  
• 

  Variational Autoencoder
  tl;dr: Variational Autoencoder.
  [slides]
  
• 

  Generative Adversarial Network
  tl;dr: Generative Adversarial Network.
  [slides]
  
• 

  Normalizing Flow & Score-Based Model
  tl;dr: Normalizing Flow & Score-Based Model.
  [slides]