YoVDO

How Generative Models Work - Understanding Neural Networks and Auto Encoders

Offered By: Runway via YouTube

Tags

Generative Models Courses Neural Networks Courses Image Synthesis Courses StyleGANs Courses

Course Description

Overview

Explore the inner workings of generative models in this 15-minute video. Delve into various types of generative models and understand how they synthesize new media. Learn about neural networks, auto-encoders, decoders, and high-resolution techniques. Witness a practical demonstration of StyleGAN, a powerful generative model, as it rapidly creates new images within RunwayML. Gain insights into the fascinating world of AI-driven media generation and its applications.

Syllabus

Introduction
What are Generative Models
What are Neural Networks
Auto Encoders
Decoders
High Resolution
Demo


Taught by

Runway

Related Courses

Visual Recognition & Understanding
University at Buffalo via Coursera
Deep Learning for Computer Vision
IIT Hyderabad via Swayam
Deep Learning in Life Sciences - Spring 2021
Massachusetts Institute of Technology via YouTube
Advanced Deep Learning Methods for Healthcare
University of Illinois at Urbana-Champaign via Coursera
Generative Models
Serrano.Academy via YouTube