Presentation
GenAnalysis: Joint Shape Analysis by Learning Man-Made Shape Generators with Deformation Regularizations
SessionLearning & Shapes
DescriptionWe present GenAnalysis, an implicit shape generation framework enabling joint shape matching and consistent segmentation by enforcing as-affine-as-possible (AAAP) deformations via regularization loss in latent space. It enables shape analysis via extracting and analysing shape variations in the tangent space. Experiments on ShapeNet demonstrate improved performance over existing methods.
Event Type
Technical Paper
TimeMonday, 11 August 20252:10pm - 2:20pm PDT
LocationWest Building, Rooms 211-214
ACM Digital Library
Journal Papers' PDFs
Conference Papers' PDFs
Conference Papers' PDFs
Session Time & Location
Sunday, 10 August 20256:00pm - 8:45pm PDTWest Building, Ballroom AB
Monday, 11 August 20252:00pm - 3:30pm PDTWest Building, Rooms 211-214
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