Geometric Deep Learning and Equivariant Neural Networks

Geometric Deep Learning and Equivariant Neural Networks

28 May 2021

Hampus Linander

Christoffer Petersson

Papers citing "Geometric Deep Learning and Equivariant Neural Networks"

14 / 64 papers shown

Title
Spherical CNNs Taco S. Cohen Mario Geiger Jonas Köhler Max Welling 113 898 0 30 Jan 2018
Learning Steerable Filters for Rotation Equivariant CNNs Maurice Weiler Fred Hamprecht M. Storath 58 386 0 20 Nov 2017
Learning SO(3) Equivariant Representations with Spherical CNNs Carlos Esteves Christine Allen-Blanchette A. Makadia Kostas Daniilidis 84 510 0 17 Nov 2017
SalNet360: Saliency Maps for omni-directional images with CNN Rafael Monroy Sebastian Lutz Tejo Chalasani A. Smolic 41 151 0 19 Sep 2017
Learning Spherical Convolution for Fast Features from 360° Imagery Yu-Chuan Su Kristen Grauman 3DPC 39 104 0 02 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 422 129,831 0 12 Jun 2017
Rotation equivariant vector field networks Diego Marcos Michele Volpi N. Komodakis D. Tuia 41 269 0 29 Dec 2016
Harmonic Networks: Deep Translation and Rotation Equivariance Daniel E. Worrall Stephan J. Garbin Daniyar Turmukhambetov Gabriel J. Brostow 94 705 0 14 Dec 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 483 3,264 0 24 Nov 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 591 11,540 0 06 Apr 2016
Group Equivariant Convolutional Networks Taco S. Cohen Max Welling BDL 106 1,917 0 24 Feb 2016
Exploiting Cyclic Symmetry in Convolutional Neural Networks Sander Dieleman J. Fauw Koray Kavukcuoglu 72 365 0 08 Feb 2016
Combining persistent homology and invariance groups for shape comparison Patrizio Frosini Grzegorz Jablonski 38 21 0 27 Dec 2013
Group Invariant Scattering S. Mallat 80 986 0 12 Jan 2011