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DTSTART:19700308T020000
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DTSTART:19701101T020000
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DTSTAMP:20250522T212944Z
LOCATION:Mile High 4
DTSTART;TZID=America/Denver:20240731T163500
DTEND;TZID=America/Denver:20240731T164500
UID:siggraph_SIGGRAPH 2024_sess124_papers_198@linklings.com
SUMMARY:A Neural Network Model for Efficient Musculoskeletal-driven Skin D
 eformation
DESCRIPTION:Yushan Han and Yizhou Chen (University of California Los Angel
 es, Epic Games); Carmichael Ong (Stanford University); Jingyu Chen (Univer
 sity of California Los Angeles); Jennifer Hicks (Stanford University); and
  Joseph Teran (University of California Davis, Epic Games)\n\nWe present a
  comprehensive neural network pipeline that realistically models soft tiss
 ue deformation of animated human characters. This network, trained with la
 yered quasi-static simulation of muscle, fascia, and fat, can effectively 
 replicate musculoskeletal behaviors determined by skeletal kinematics and 
 computed muscle activation.\n\nInterest Area: Research & Education\n\nReco
 rding: Livestreamed, Recorded\n\nKeyword: Animation\n\nRegistration Catego
 ry: Full Conference, Full Conference Supporter, Virtual Access, Exhibitor 
 Full Conference, Wednesday\n\nSession Chair: Minchen Li (Carnegie Mellon U
 niversity)\n\n
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