How Generative Models Work - Understanding Neural Networks and Auto Encoders

Offered By: Runway via YouTube

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

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