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Scattering Networks on the Sphere for Scalable and Rotationally Equivariant Spherical CNNs

4 February 2021

Jason D. McEwen

C. Wallis

Augustine N. Mavor-Parker

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Papers citing "Scattering Networks on the Sphere for Scalable and Rotationally Equivariant Spherical CNNs"

24 / 24 papers shown

Title
Tackling the Accuracy-Interpretability Trade-off in a Hierarchy of Machine Learning Models for the Prediction of Extreme Heatwaves Alessandro Lovo Amaury Lancelin Corentin Herbert Freddy Bouchet AI4CE 179 0 0 01 Oct 2024
Geometric Scattering on Measure Spaces Joyce A. Chew M. Hirn Smita Krishnaswamy Deanna Needell Michael Perlmutter H. Steach Siddharth Viswanath Hau‐Tieng Wu GNN 168 18 0 17 Aug 2022
Efficient Generalized Spherical CNNs Oliver Cobb C. Wallis Augustine N. Mavor-Parker Augustin Marignier Matthew Alexander Price Mayeul dÁvezac Jason D. McEwen 59 35 0 09 Oct 2020
Spin-Weighted Spherical CNNs Carlos Esteves A. Makadia Kostas Daniilidis 67 70 0 18 Jun 2020
Stability of Graph Scattering Transforms Fernando Gama Joan Bruna Alejandro Ribeiro GNN 61 85 0 11 Jun 2019
Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds Michael Perlmutter Feng Gao Guy Wolf M. Hirn 38 14 0 24 May 2019
Gauge Equivariant Convolutional Networks and the Icosahedral CNN Taco S. Cohen Maurice Weiler Berkay Kicanaoglu Max Welling 108 413 0 11 Feb 2019
Spherical CNNs on Unstructured Grids Chiyu “Max” Jingwei Huang K. Kashinath Lawrence Berkeley Nat’l Lab P. Marcus Matthias Niessner 81 183 0 07 Jan 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
Geometric Scattering for Graph Data Analysis Feng Gao Guy Wolf M. Hirn GNN 68 113 0 07 Oct 2018
Joint Time-Frequency Scattering Joakim Andén Vincent Lostanlen S. Mallat AI4TS 77 54 0 24 Jul 2018
Clebsch-Gordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network Risi Kondor Zhen Lin Shubhendu Trivedi 79 271 0 24 Jun 2018
Diffusion Scattering Transforms on Graphs Fernando Gama Alejandro Ribeiro Joan Bruna GNN 65 103 0 22 Jun 2018
Graph Convolutional Neural Networks via Scattering Dongmian Zou Gilad Lerman GNN 59 122 0 31 Mar 2018
Spherical CNNs Taco S. Cohen Mario Geiger Jonas Köhler Max Welling 160 906 0 30 Jan 2018
Learning SO(3) Equivariant Representations with Spherical CNNs Carlos Esteves Christine Allen-Blanchette A. Makadia Kostas Daniilidis 107 515 0 17 Nov 2017
Convolutional Networks for Spherical Signals Taco S. Cohen Mario Geiger Jonas Köhler Max Welling 73 71 0 14 Sep 2017
Understanding Deep Convolutional Networks S. Mallat FAtt AI4CE 175 641 0 19 Jan 2016
Invariant Scattering Convolution Networks Joan Bruna S. Mallat 127 1,278 0 05 Mar 2012
Group Invariant Scattering S. Mallat 123 991 0 12 Jan 2011
Classification with Scattering Operators Joan Bruna S. Mallat 99 149 0 12 Nov 2010
Mixed Needlets D. Geller Domenico Marinucci 199 37 0 19 Jun 2010
Spin Needlets Spectral Estimation D. Geller Xiaohong Lan Domenico Marinucci 174 27 0 20 Jul 2009
Spin Wavelets on the Sphere D. Geller Domenico Marinucci 123 59 0 18 Nov 2008