Presentation
InvertAvatar: Incremental GAN Inversion for Generalized Head Avatars
Session3D Head Avatars From Data
DescriptionOur "Incremental 3D GAN Inversion" framework advances avatar reconstruction with flexible-number multiple frames, incorporating a unique animatable GAN prior for precise expressions control, UV parameterization for high-fidelity appearance recovery, and a ConvGRU-based recurrent network for temporal aggregation. We achieve photorealistic one-/few-shot 3D facial avatar modeling under one second.

Event Type
Technical Paper
TimeWednesday, 31 July 20249:20am - 9:30am MDT
LocationMile High 1
ACM Digital Library
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Conference Papers' PDFs
Session Time & Location
Sunday, 28 July 20246:00pm - 8:45pm MDTBluebird Ballroom
Wednesday, 31 July 20249:00am - 10:30am MDTMile High 1
Research & Education
Livestreamed
Recorded
Animation
Geometry
Modeling
Rendering
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Wednesday