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DeepSphere: towards an equivariant graph-based spherical CNN

Apr 08, 2019
Michaƫl Defferrard, Nathanaƫl Perraudin, Tomasz Kacprzak, Raphael Sgier

* published at the ICLR 2019 Workshop on Representation Learning on Graphs and Manifolds. arXiv admin note: text overlap with arXiv:1810.12186 

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DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications

Oct 29, 2018
Nathanaƫl Perraudin, Michaƫl Defferrard, Tomasz Kacprzak, Raphael Sgier

* arXiv admin note: text overlap with arXiv:astro-ph/0409513 by other authors 

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Fast Cosmic Web Simulations with Generative Adversarial Networks

Sep 20, 2018
Andres C. Rodriguez, Tomasz Kacprzak, Aurelien Lucchi, Adam Amara, Raphael Sgier, Janis Fluri, Thomas Hofmann, Alexandre RƩfrƩgier


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Cosmological model discrimination with Deep Learning

Jul 18, 2017
Jorit Schmelzle, Aurelien Lucchi, Tomasz Kacprzak, Adam Amara, Raphael Sgier, Alexandre RƩfrƩgier, Thomas Hofmann

* 21 pages, 9 figures, prepared for submission to JCAP 

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