Presentation

Learning Sparse Singularities for Cross Field Design
DescriptionProblem-aware quad mesh design is challenging due to the choice of neural representation. We propose a two-stage strategy: we first learn sparse singularities, follwed by an analytical step to convert the singularities into cross field and the final quad. Thanks to the hybrid neural-analytical strategy, we can achieve a problem-aware quad style, which is beneficial to downstream animation or simulation.
Event Type
Technical Paper
TimeThursday, 23 July 20269:50am - 10:00am PDT
LocationRoom 403 B
Session Time & Location
Sunday, 19 July 20266:00pm - 8:45pm PDTHall K
Thursday, 23 July 20269:00am - 10:30am PDTRoom 403 B
Keywords
Geometry
Modeling
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