Completed
Intro
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Overview
- 3 What is Disentanglement?
- 4 Disentanglement Methods
- 5 What about time?
- 6 Time Contrastive Learning (TCL)
- 7 Why does this work?
- 8 Permutation Contrastive Learning (PCL)
- 9 What about reality?
- 10 Identifiability Proof Intuition
- 11 Slow Variational Autoencoder (Slow VAE)
- 12 Disentanglement Lib
- 13 Results on DSprites
- 14 Results on KITTI Masks
- 15 Natural Sprites and KITTI Masks
- 16 PCL & Ada-GVAE
- 17 PCL Simulation
- 18 Open Questions
