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05/09/2023
ShapeCoder: Discovering Abstractions for Visual Programs from Unstructured Primitives
Programs are an increasingly popular representation for visual data, exp...
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06/07/2022
SHRED: 3D Shape Region Decomposition with Learned Local Operations
We present SHRED, a method for 3D SHape REgion Decomposition. SHRED take...
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12/13/2021
Learning Body-Aware 3D Shape Generative Models
The shape of many objects in the built environment is dictated by their ...
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06/22/2021
The Neurally-Guided Shape Parser: A Monte Carlo Method for Hierarchical Labeling of Over-segmented 3D Shapes
Many learning-based 3D shape semantic segmentation methods assign labels...
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04/13/2021
ShapeMOD: Macro Operation Discovery for 3D Shape Programs
A popular way to create detailed yet easily controllable 3D shapes is vi...
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11/25/2020
Learning to Infer Shape Programs Using Latent Execution Self Training
Inferring programs which generate 2D and 3D shapes is important for reve...
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09/17/2020