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Constructive solid geometry on neural signed distance fields
Signed Distance Fields (SDFs) parameterized by neural networks have recently gained
popularity as a fundamental geometric representation. However, editing the shape encoded …
popularity as a fundamental geometric representation. However, editing the shape encoded …
Brepgen: A b-rep generative diffusion model with structured latent geometry
This paper presents BrepGen, a diffusion-based generative approach that directly outputs a
Boundary representation (B-rep) Computer-Aided Design (CAD) model. BrepGen …
Boundary representation (B-rep) Computer-Aided Design (CAD) model. BrepGen …
A Unified Differentiable Boolean Operator with Fuzzy Logic
This paper presents a unified differentiable boolean operator for implicit solid shape
modeling using Constructive Solid Geometry (CSG). Traditional CSG relies on min, max …
modeling using Constructive Solid Geometry (CSG). Traditional CSG relies on min, max …
Learning shape primitives via implicit convexity regularization
Shape primitives decomposition has been an important and long-standing task in 3D shape
analysis. Prior arts heavily rely on 3D point clouds or voxel data for shape primitives …
analysis. Prior arts heavily rely on 3D point clouds or voxel data for shape primitives …
Differentiable Convex Polyhedra Optimization from Multi-view Images
This paper presents a novel approach for the differentiable rendering of convex polyhedra,
addressing the limitations of recent methods that rely on implicit field supervision. Our …
addressing the limitations of recent methods that rely on implicit field supervision. Our …
VQ-CAD: Computer-Aided Design model generation with vector quantized diffusion
Abstract Computer-Aided Design (CAD) software remains a pivotal tool in modern
engineering and manufacturing, driving the design of a diverse range of products. In this …
engineering and manufacturing, driving the design of a diverse range of products. In this …