Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Variational Autoencoders and Performers in Deep Learning - Lecture 15

Data Science Courses via YouTube

Overview

Explore key concepts in deep learning through this comprehensive lecture that covers two major topics: Performers (a variation of Transformers) and Variational Autoencoders (VAE). Begin with an examination of the "Rethinking Attention with Performers" paper, understanding how this architecture modifies traditional Transformer models. Then delve into the fundamentals of variational inference and master the computation of the Evidence Lower Bound (ELBO) for VAE, which forms the core focus of the latter portion of the lecture starting at the 24-minute mark. Gain valuable insights into these advanced deep learning concepts through clear explanations and detailed technical discussions.

Syllabus

Ali Ghodsi, Deep Learning, Variational Autoencoder, VAE, Performer, Fall 2023, Lecture 15

Taught by

Data Science Courses

Reviews

Start your review of Variational Autoencoders and Performers in Deep Learning - Lecture 15

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.