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DTSTAMP:20260114T163642Z
LOCATION:Meeting Room C4.7\, Level 4 (Convention Centre)
DTSTART;TZID=Australia/Melbourne:20231214T090000
DTEND;TZID=Australia/Melbourne:20231214T130000
UID:siggraphasia_SIGGRAPH Asia 2023_sess109_crs_120@linklings.com
SUMMARY:Introduction To Generative Machine Learning
DESCRIPTION:Rajesh Sharma (ETH Zürich); Rajesh Sharma (ETH Zürich, Disney 
 Research Studios); and Mia Tang (Stanford University)\n\nThis is an interm
 ediate level course for attendees to gain a strong understanding of the ba
 sic principles of generative AI. The course will help build intuition arou
 nd several topics with easy-to-understand explanations and examples from s
 ome of the prevalent algorithms and models including Autoencoders, CNN, GA
 N, Diffusion Models and Transformers.\n\nThis course is built on past expe
 rience of teaching the material for the last several years at SIGGRAPH and
  other venues to thousands of attendees worldwide. The material has been u
 pdated to include the latest advances in rapidly moving field. It distills
  the latest research into easy to understand examples which the attendees 
 can try themselves and gain confidence in their understanding and abilitie
 s. The course also includes possible directions for future work and job an
 d research prospects in areas of intersection of Comptuer Graphics and Mac
 hine Learning\n\nRegistration Category: Full Access\n\n
URL:https://asia.siggraph.org/2023/full-program?id=crs_120&sess=sess109
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