What Are Energy-Based Models Good For?

What Are Energy-Based Models Good For?

By
NYU Center for Data Science
Difficulty level
Intermediate
Speaker
Yann LeCun and Alfredo Canziani
Type
Panel discussion
Video
Duration
10:42
Topic
Deep learning

This panel discussion covers how energy based models are used and is a part of the Deep Learning Course at NYU's Center for Data Science.

Topics covered in this lesson

Chapters: 

00:00 – Energy interpretation of classifiers
02:10 – Self-supervised learning
05:00 – Video compression as latent collection
06:38 – Joint embeddings as contrastive method
08:12 – Interpolation and extrapolation

External Links
Yann LeCun's Deep Learning Course at CDS
Prerequisites

 

Related lessons

Back to the course
Deep Learning: Foundations of Energy-Based Models