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PRODID:Linklings LLC
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TZNAME:PDT
DTSTART:19700308T020000
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BEGIN:VEVENT
DTSTAMP:20260417T190158Z
LOCATION:West Building\, Rooms 205-207
DTSTART;TZID=America/Los_Angeles:20250813T140000
DTEND;TZID=America/Los_Angeles:20250813T171500
UID:siggraph_SIGGRAPH 2025_sess210_gensub_441@linklings.com
SUMMARY:Demystifying Noise: Role of Randomness in Generative AI
DESCRIPTION:Gurprit Singh (Advanced Micro Devices (AMD)); Xingchang Huang 
 and Jente Vandersanden (Max Planck Institute for Informatics); Cengiz Ozti
 reli (University of Cambridge, Google); and Niloy Mitra (University Colleg
 e London (UCL), Adobe)\n\nThis course explores the role of randomness in g
 enerative AI, drawing from statistical physics, stochastic differential eq
 uations, and computer graphics. It provides a deep understanding of how no
 ise affects generative modeling and introduces advanced techniques and app
 lications in AI.\n\nInterest Area: Gaming & Interactive, New Technologies,
  Production & Animation, Research & Education\n\nRecording: Not Livestream
 ed, Not Recorded\n\nKeyword: Art, Artificial Intelligence/Machine Learning
 , Computer Vision, Generative AI, Lighting, Rendering\n\nRegistration Cate
 gory: Full Conference\n\n
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