“Introduction to Generative Machine Learning” by Sharma and Tang

Conference:

SIGGRAPH 2023

Type(s):

• Courses
• Diversity

Interest Area:

Art / Design, Gaming & Interactive, New Technologies, Production & Animation, and Research / Education

Entry Number: 12

Title:

Introduction to Generative Machine Learning

Presenter(s)/Author(s):

• Rajesh Sharma
• Mia Tang

Abstract:

This is an intermediate level course for attendees to gain a strong understanding of the basic principles of generative AI. The course will help build intuition around several topics with easy-to-understand explanations and examples from some of the prevalent algorithms and models including Autoencoders, CNN, GAN, Diffusion Models, and Transformers.