Neural Jacobian Fields: Learning Intrinsic Mappings of Arbitrary Meshes
Event Type
Technical Paper
Interest Areas
Research & Education
Presentation Types
In Person
Registration Categories
Full Conference Supporter
Full Conference
Exhibitor Additional Full Conference
Exhibitor Full Conference
This session WILL NOT be recorded.
TimeWednesday, 10 August 20229:50am - 9:58am PDT
LocationEast Building, Room 1-3
DescriptionWe introduce a framework for deep learning of deformations of meshes. The trained network is highly accurate and produces realistic results and can be applied to meshes of arbitrary triangulations and not a fixed one. We show various experiments such as UV mapping, elastic deformations, and learning to repose humans.