Search Results for author: Benjamin T. Jones

Found 2 papers, 0 papers with code

Self-Supervised Representation Learning for CAD

no code implementations CVPR 2023 Benjamin T. Jones, Michael Hu, Vladimir G. Kim, Adriana Schulz

Assisting design with data-driven machine learning methods is hampered by lack of labeled data in CAD's native format; the parametric boundary representation (B-Rep).

Few-Shot Learning Representation Learning

Mates2Motion: Learning How Mechanical CAD Assemblies Work

no code implementations2 Aug 2022 James Noeckel, Benjamin T. Jones, Karl Willis, Brian Curless, Adriana Schulz

We describe our work on inferring the degrees of freedom between mated parts in mechanical assemblies using deep learning on CAD representations.

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