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Haggai Maron

I am a PhD student at the Department of Computer Science and Applied Mathematics at the Weizmann Institute of Science under the supervision of Prof. Yaron Lipman.
My main fields of interest are machine learning, optimization and shape analysis. More specifically I am working on applying deep learning to irregular domains (e.g. graphs, point clouds, and surfaces) and graph/shape matching problems.

Email: haggai.maron (at) weizmann.ac.il, Google scholar page, GitHub page


Publications

On the Universality of Invariant Networks

Haggai Maron, Ethan Fetaya, Nimrod Segol, Yaron Lipman
Technical Report 2019

Abstract Paper

Surface Networks via General Covers

Niv Haim*, Nimrod Segol*, Heli Ben-Hamu, Haggai Maron, Yaron Lipman (*equal contribution)
Technical Report 2019

Abstract Arxiv
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Invariant and Equivariant Graph Networks

Haggai Maron, Heli Ben-Hamu, Nadav Shamir and Yaron Lipman
International Conference on Learning Representations (ICLR) 2019

Abstract Arxiv GitHub
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Sinkhorn Algorithm for Lifted Assignment Problems

Yam Kushinsky, Haggai Maron, Nadav Dym and Yaron Lipman
SIAM Journal on Imaging Sciences, 2019

Abstract Arxiv
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(Probably) Concave Graph Matching

Haggai Maron and Yaron Lipman
32nd Annual Conference on Neural Information Processing Systems (NeurIPS 2018)
spotlight presentation (3.5% acceptance rate)

Abstract Arxiv Poster Short Video GitHub
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Multi-chart Generative Surface Modeling

Heli Ben-Hamu, Haggai Maron, Itay Kezurer, Gal Avineri and Yaron Lipman
ACM SIGGRAPH Asia 2018

Abstract Arxiv GitHub
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Point Convolutional Neural Networks by Extension Operators

Matan Atzmon*, Haggai Maron* and Yaron Lipman (*equal contribution)
ACM SIGGRAPH 2018

Abstract Arxiv GitHub Slides
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DS++: A Flexible, Scalable and Provably Tight Relaxation for Matching Problems

Nadav Dym*, Haggai Maron* and Yaron Lipman (*equal contribution)
ACM SIGGRAPH ASIA 2017

Abstract Arxiv GitHub Slides
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Convolutional Neural Networks on Surfaces via Seamless Toric Covers

Haggai Maron, Meirav Galun, Noam Aigerman, Miri Trope, Nadav Dym, Ersin Yumer, Vladimir G. Kim and Yaron Lipman
ACM SIGGRAPH 2017

Abstract Paper (high res) Paper (low res) GitHub Data Slides Video
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Point Registration via Efficient Convex Relaxation

Haggai Maron, Nadav Dym, Itay Kezurer, Shahar Kovalsky and Yaron Lipman
ACM SIGGRAPH 2016

Abstract Paper (high res) Paper (low res) GitHub Slides Video
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Passive Light and Viewpoint Sensitive Display of 3D Content

Anat Levin, Haggai Maron and Michal Yarom
International Conference on Computational Photography (ICCP) 2016

Abstract Paper Paper+Supplementary