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Michael Bronstein

Sheaf Neural Networks with Connection Laplacians

Jun 17, 2022
Federico Barbero, Cristian Bodnar, Haitz Sáez de Ocáriz Borde, Michael Bronstein, Petar Veličković, Pietro Liò

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* Presented at the ICML 2022 Workshop on Topology, Algebra, and Geometry in Machine Learning

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Heterogeneous manifolds for curvature-aware graph embedding

Feb 02, 2022
Francesco Di Giovanni, Giulia Luise, Michael Bronstein

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Unsupervised Diffeomorphic Surface Registration and Non-Linear Modelling

Sep 28, 2021
Balder Croquet, Daan Christiaens, Seth M. Weinberg, Michael Bronstein, Dirk Vandermeulen, Peter Claes

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* International Conference on Medical Image Computing and Computer-Assisted Intervention (2021) 118-128

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Weisfeiler and Lehman Go Cellular: CW Networks

Jun 23, 2021
Cristian Bodnar, Fabrizio Frasca, Nina Otter, Yu Guang Wang, Pietro Liò, Guido Montúfar, Michael Bronstein

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* 28 pages, 7 figures

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Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks

Mar 04, 2021
Cristian Bodnar, Fabrizio Frasca, Yu Guang Wang, Nina Otter, Guido Montúfar, Pietro Liò, Michael Bronstein

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* 24 pages, 9 figures

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Non-Rigid Puzzles

Nov 26, 2020
Or Litany, Emanuele Rodolà, Alex Bronstein, Michael Bronstein, Daniel Cremers

* Computer Graphics Forum, Volume 35, Issue 5, August 2016

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