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Nadav Dym

I am an Assistant Research Professor at the Department of Mathematics of Duke University, hosted by Prof. Ingrid Daubechies at the Information Initiative at Duke (iiD).
In 2018 I completed my PhD in the Department of Computer Science and Applied Mathematics at the Weizmann Institute of Science under the supervision of Prof. Yaron Lipman.
My research focuses on developing and analyzing algorithms for geometric problems arrising in computer graphics and vision, medical imaging and related fields, using mathematical tools from various disciplines such as differential geometry, optimization, and functional analysis.

Email: nadavdym (at) gmail.com


Publications


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Expression of Fractals Through Neural Network Functions

Nadav Dym*, Barak Sober*, and Ingrid Daubechies (*equal contribution)
Submitted

Abstract Arxiv .
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Linearly Converging Quasi Branch and Bound Algorithms for Global Rigid Registration

Nadav Dym and Shahar Kovalsky
To appear in ICCV 2019 (oral presentation)

Abstract Arxiv . Code
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Sinkhorn Algorithm for Lifted Assignment Problems

Yam Kushinsky, Haggai Maron, Nadav Dym and Yaron Lipman
SIAM Journal on Imagings Sciences (Siims), 2019

Abstract Arxiv . Paper Code (coming soon)
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A Linear Variational Principle for Riemann Mappings and Discrete Conformality

Nadav Dym, Yaron Lipman and Raz Slutsky
Proceedings of the National Academy of Science (PNAS), 2019

Abstract Paper . Arxiv . Code
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Robust optimization for topological surface reconstruction

Roee Lazar, Nadav Dym, Yam Kushinsky, Zhiyang Huang, Tao Ju and Yaron Lipman
SIGGRAPH 2018

Abstract Paper Code
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Exact Recovery with Symmetries for the Doubly-Stochastic Relaxation

Nadav Dym
SIAM journal on Applied Algebra and Geometry (SIAGA), 2018

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

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

Abstract Paper . Arxiv . Code
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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, Yaron Lipman
ACM SIGGRAPH 2017

Abstract Paper (high res) Code
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Exact Recovery with Symmetries for Procrustes Matching

Nadav Dym and Yaron Lipman
SIAM Journal on Optimization 2017

Abstract Paper
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Point Registration via Efficient Convex Relaxation

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

Abstract Paper (high res) Paper (low res) Code Slides
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Homotopic morphing of planar curves

Nadav Dym, Anna Shtengel, Yaron Lipman
Computer Graphics Forum 2015 (Symposium on Geometry Processing 2015)

Abstract Paper Code Slides

Spatial recurrence for ergodic fractal measures

Nadav Dym
Studia Mathematica 2018

Abstract Paper Thesis