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UVStyle-Net: Unsupervised Few-shot Learning of 3D Style Similarity Measure for B-Reps


Apr 28, 2021
Peter Meltzer, Hooman Shayani, Amir Khasahmadi, Pradeep Kumar Jayaraman, Aditya Sanghi, Joseph Lambourne

* 13 pages, 20 figures, 5 tables 

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BRepNet: A topological message passing system for solid models


Apr 08, 2021
Joseph G. Lambourne, Karl D. D. Willis, Pradeep Kumar Jayaraman, Aditya Sanghi, Peter Meltzer, Hooman Shayani

* CVPR 2021 Oral 

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PiNet: Attention Pooling for Graph Classification


Aug 11, 2020
Peter Meltzer, Marcelo Daniel Gutierrez Mallea, Peter J. Bentley

* Neural Information Processing Systems (NIPS): Graph Representation Learning Workshop 2019 
* 4 pages, 3 figures 1 table 

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PiNet: A Permutation Invariant Graph Neural Network for Graph Classification


May 08, 2019
Peter Meltzer, Marcelo Daniel Gutierrez Mallea, Peter J. Bentley

* 7 pages, 4 figures 

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Capsule Neural Networks for Graph Classification using Explicit Tensorial Graph Representations


Feb 22, 2019
Marcelo Daniel Gutierrez Mallea, Peter Meltzer, Peter J Bentley

* This work has been submitted to the International Joint Conference on Neural Networks (IJCNN) 2019 

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