29 citations · 57 across the 10 of their papers we have counts for
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cs.CV2022★ 2 cited
Self-Supervised Representation Learning for CAD
Benjamin T. Jones, Michael Hu, Vladimir G. Kim +1
The design of man-made objects is dominated by computer aided design (CAD) tools. Assisting design with data-driven machine learning methods is hampered by lack of labeled data in…
cs.CV2022
Mates2Motion: Learning How Mechanical CAD Assemblies Work
James Noeckel, Benjamin T. Jones, Karl Willis +2
We describe our work on inferring the degrees of freedom between mated parts in mechanical assemblies using deep learning on CAD representations. We train our model using a large d…