A Simple Strategy to Provable Invariance via Orbit Mapping

A Simple Strategy to Provable Invariance via Orbit Mapping

24 September 2022

Kanchana Vaishnavi Gandikota

Adam Czapliñski

Michael Moeller

Papers citing "A Simple Strategy to Provable Invariance via Orbit Mapping"

13 / 13 papers shown

Title
E(n) Equivariant Graph Neural Networks Victor Garcia Satorras Emiel Hoogeboom Max Welling 66 997 0 19 Feb 2021
High-Performance Large-Scale Image Recognition Without Normalization Andrew Brock Soham De Samuel L. Smith Karen Simonyan VLM 254 514 0 11 Feb 2021
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks F. Fuchs Daniel E. Worrall Volker Fischer Max Welling 3DPC 85 683 0 18 Jun 2020
On Isometry Robustness of Deep 3D Point Cloud Models under Adversarial Attacks Yue Zhao Yuwei Wu Caihua Chen A. Lim 3DPC 56 71 0 27 Feb 2020
Invariance-inducing regularization using worst-case transformations suffices to boost accuracy and spatial robustness Fanny Yang Zuowen Wang C. Heinze-Deml 90 42 0 26 Jun 2019
A Graph-CNN for 3D Point Cloud Classification Yingxue Zhang Michael G. Rabbat 3DPC 162 158 0 28 Nov 2018
Learning SO(3) Equivariant Representations with Spherical CNNs Carlos Esteves Christine Allen-Blanchette A. Makadia Kostas Daniilidis 87 510 0 17 Nov 2017
Rotation equivariant vector field networks Diego Marcos Michele Volpi N. Komodakis D. Tuia 50 269 0 29 Dec 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 135 2,973 0 30 Mar 2016
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 266 7,361 0 05 Jun 2015
Deep Roto-Translation Scattering for Object Classification Edouard Oyallon S. Mallat 64 230 0 30 Dec 2014
Understanding image representations by measuring their equivariance and equivalence Karel Lenc Andrea Vedaldi SSL FAtt 73 528 0 21 Nov 2014
Invariant Scattering Convolution Networks Joan Bruna S. Mallat 93 1,272 0 05 Mar 2012