Data-Driven Learning of Geometric Scattering Networks

Data-Driven Learning of Geometric Scattering Networks

6 October 2020

Frederik Wenkel

Kincaid MacDonald

Smita Krishnaswamy

Guy Wolf

Papers citing "Data-Driven Learning of Geometric Scattering Networks"

17 / 17 papers shown

Title
Geometric Scattering on Measure Spaces Joyce A. Chew M. Hirn Smita Krishnaswamy Deanna Needell Michael Perlmutter H. Steach Siddharth Viswanath Hau‐Tieng Wu GNN 165 18 0 17 Aug 2022
On the Bottleneck of Graph Neural Networks and its Practical Implications Uri Alon Eran Yahav GNN 85 688 0 09 Jun 2020
Stability of Graph Scattering Transforms Fernando Gama Joan Bruna Alejandro Ribeiro GNN 56 84 0 11 Jun 2019
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks Sitao Luan Mingde Zhao Xiao-Wen Chang Doina Precup GNN 74 157 0 05 Jun 2019
Graph U-Nets Hongyang Gao Shuiwang Ji AI4CE SSL SSeg GNN 129 1,086 0 11 May 2019
Geometric Scattering on Manifolds Michael Perlmutter Guy Wolf M. Hirn GNN 42 9 0 15 Dec 2018
Geometric Scattering for Graph Data Analysis Feng Gao Guy Wolf M. Hirn GNN 66 113 0 07 Oct 2018
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 240 7,642 0 01 Oct 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 57 122 0 31 Mar 2018
Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning Qimai Li Zhichao Han Xiao-Ming Wu GNN SSL 184 2,826 0 22 Jan 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 479 20,138 0 30 Oct 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 509 15,232 0 07 Jun 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 593 7,443 0 04 Apr 2017
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 808 3,281 0 24 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 620 29,051 0 09 Sep 2016
Group Invariant Scattering S. Mallat 120 989 0 12 Jan 2011

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