“Introduction to Generative Machine Learning” Chaired by Rajesh Sharma – ACM SIGGRAPH HISTORY ARCHIVES

“Introduction to Generative Machine Learning” Chaired by Rajesh Sharma

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Conference:


Type(s):


Interest Area:


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

Entry Number: 12

Title:

    Introduction to Generative Machine Learning

Course Organizer(s):



Presenter(s)/Author(s):



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.


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