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Differentiable visual computing for inverse problems and machine learning
Modern 3D computer graphics technologies are able to reproduce the dynamics and
appearance of real-world environments and phenomena, building on theoretical models in …
appearance of real-world environments and phenomena, building on theoretical models in …
Complexgen: Cad reconstruction by b-rep chain complex generation
We view the reconstruction of CAD models in the boundary representation (B-Rep) as the
detection of geometric primitives of different orders, ie, vertices, edges and surface patches …
detection of geometric primitives of different orders, ie, vertices, edges and surface patches …
Secad-net: Self-supervised cad reconstruction by learning sketch-extrude operations
Reverse engineering CAD models from raw geometry is a classic but strenuous research
problem. Previous learning-based methods rely heavily on labels due to the supervised …
problem. Previous learning-based methods rely heavily on labels due to the supervised …
Neurosymbolic models for computer graphics
Procedural models (ie symbolic programs that output visual data) are a historically‐popular
method for representing graphics content: vegetation, buildings, textures, etc. They offer …
method for representing graphics content: vegetation, buildings, textures, etc. They offer …
DCSG: Unsupervised Learning of Compact CSG Trees with Dual Complements and Dropouts
Abstract We present D $^ 2$ CSG, a neural model composed of two dual and
complementary network branches, with dropouts, for unsupervised learning of compact …
complementary network branches, with dropouts, for unsupervised learning of compact …
Interactive reverse engineering of CAD models
Abstract Reverse engineering Computer-Aided Design (CAD) models based on the original
geometry is a valuable and challenging research problem that has numerous applications …
geometry is a valuable and challenging research problem that has numerous applications …
Differentiable rendering of parametric geometry
We propose an efficient method for differentiable rendering of parametric surfaces and
curves, which enables their use in inverse graphics problems. Our central observation is that …
curves, which enables their use in inverse graphics problems. Our central observation is that …
Tandem: Reproducible Digital Fabrication Workflows as Multimodal Programs
J Tran O'Leary, T Ramesh, O Zhang… - Proceedings of the 2024 …, 2024 - dl.acm.org
Experimental digital fabrication workflows are increasingly common in human-computer
interaction research, but are difficult to reproduce. We present Tandem, a software library …
interaction research, but are difficult to reproduce. We present Tandem, a software library …
Cadtalk: An algorithm and benchmark for semantic commenting of cad programs
CAD programs are a popular way to compactly encode shapes as a sequence of operations
that are easy to parametrically modify. However without sufficient semantic comments and …
that are easy to parametrically modify. However without sufficient semantic comments and …
Introducing bidirectional programming in constructive solid geometry-based CAD
3D Computer-Aided Design (CAD) users need to overcome several obstacles to benefit from
the flexibility of programmatic interface tools. Besides the barriers of any programming …
the flexibility of programmatic interface tools. Besides the barriers of any programming …