Capsule Neural Networks for Graph Classification using Explicit Tensorial Graph Representations

Peter J Bentley , Peter Meltzer , Marcelo Daniel Gutierrez Mallea
arXiv: Learning

26
2019
Brepnet: A topological message passing system for solid models

Joseph G Lambourne , Karl DD Willis , Pradeep Kumar Jayaraman , Aditya Sanghi
Proceedings of the IEEE/CVF conference on computer vision and pattern recognition 12773 -12782

70
2021
UVStyle-Net: Unsupervised few-shot learning of 3D style similarity measure for B-reps

Peter Meltzer , Hooman Shayani , Amir Khasahmadi , Pradeep Kumar Jayaraman
Proceedings of the IEEE/CVF International Conference on Computer Vision 9690 -9699

5
2021
Techniques for generating visualizations of geometric style gradients

Peter Meltzer , Amir Hosein KHAS AHMADI , Pradeep Kumar Jayaraman , Joseph George Lambourne

1
2022
Techniques for comparing geometric styles of 3d cad objects

Peter Meltzer , Amir Hosein KHAS AHMADI , Pradeep Kumar Jayaraman , Joseph George Lambourne

2022
What’s in a Name? Evaluating Assembly-Part Semantic Knowledge in Language Models Through User-Provided Names in Computer Aided Design Files

Peter Meltzer , Joseph G Lambourne , Daniele Grandi
Journal of Computing and Information Science in Engineering 24 ( 1) 011002 -011002

5
2024
Techniques for generating subjective style comparison metrics for b-reps of 3d cad objects

Peter Meltzer , Khas Ahmadi Amir Hosein , Pradeep Kumar JAYARAMAN , Joseph George Lambourne

2020
Pinet: A permutation invariant graph neural network for graph classification

Peter Meltzer , Marcelo Daniel Gutierrez Mallea , Peter J Bentley
arXiv preprint arXiv:1905.03046

18
2019
PiNet: Attention Pooling for Graph Classification

Peter Meltzer , Marcelo Daniel Gutierrez Mallea , Peter J Bentley
arXiv preprint arXiv:2008.04575

3
2020
Interacting Hierarchical Dynamic Networks

Peter Meltzer , Peter J Bentley
Artificial Life Conference Proceedings 582 -589

3
2018