Spherical Convolutional Neural Networks: Stability to Perturbations in
SO(3)

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Spherical Convolutional Neural Networks: Stability to Perturbations in SO(3)

12 October 2020

Alejandro Ribeiro

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Papers citing "Spherical Convolutional Neural Networks: Stability to Perturbations in SO(3)"

9 / 9 papers shown

Title
Stability Properties of Graph Neural Networks Fernando Gama Joan Bruna Alejandro Ribeiro 68 233 0 11 May 2019
DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications Nathanael Perraudin M. Defferrard T. Kacprzak R. Sgier 88 171 0 29 Oct 2018
Convolutional Neural Network Architectures for Signals Supported on Graphs Fernando Gama A. Marques G. Leus Alejandro Ribeiro 182 287 0 01 May 2018
Learning SO(3) Equivariant Representations with Spherical CNNs Carlos Esteves Christine Allen-Blanchette A. Makadia Kostas Daniilidis 107 515 0 17 Nov 2017
Matterport3D: Learning from RGB-D Data in Indoor Environments Angel X. Chang Angela Dai Thomas Funkhouser Maciej Halber Matthias Nießner Manolis Savva Shuran Song Andy Zeng Yinda Zhang 3DV 3DPC 191 1,901 0 18 Sep 2017
Harmonic Networks: Deep Translation and Rotation Equivariance Daniel E. Worrall Stephan J. Garbin Daniyar Turmukhambetov Gabriel J. Brostow 126 710 0 14 Dec 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 353 7,655 0 30 Jun 2016
Convolutional Neural Network Architectures for Matching Natural Language Sentences Baotian Hu Zhengdong Lu Hang Li Qingcai Chen 76 1,340 0 11 Mar 2015
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 225 4,882 0 21 Dec 2013