Color Equivariant Convolutional Networks

30 October 2023

A. Lengyel

Ombretta Strafforello

Papers citing "Color Equivariant Convolutional Networks"

23 / 23 papers shown

Title
What Affects Learned Equivariance in Deep Image Recognition Models? Robert-Jan Bruintjes Tomasz Motyka Jan van Gemert 92 8 0 05 Apr 2023
LieGG: Studying Learned Lie Group Generators A. Moskalev A. Sepliarskaia Ivan Sosnovik A. Smeulders 86 27 0 09 Oct 2022
Offset equivariant networks and their applications Marco Cotogni C. Cusano 66 8 0 01 Jul 2022
Enabling equivariance for arbitrary Lie groups L. MacDonald Sameera Ramasinghe Simon Lucey AAML 66 25 0 16 Nov 2021
Learning Partial Equivariances from Data David W. Romero Suhas Lohit 73 32 0 19 Oct 2021
Zero-Shot Day-Night Domain Adaptation with a Physics Prior A. Lengyel Sourav Garg Michael Milford Jan van Gemert 97 62 0 11 Aug 2021
Exploiting Learned Symmetries in Group Equivariant Convolutions A. Lengyel Jan van Gemert 68 5 0 09 Jun 2021
DISCO: accurate Discrete Scale Convolutions Ivan Sosnovik A. Moskalev A. Smeulders 79 32 0 04 Jun 2021
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 362 1,163 0 27 Apr 2021
Boosting Deep Neural Networks with Geometrical Prior Knowledge: A Survey M. Rath Alexandru Paul Condurache ViT AI4CE 111 9 0 30 Jun 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan Jan van Gemert 320 236 0 16 Mar 2020
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty Dan Hendrycks Norman Mu E. D. Cubuk Barret Zoph Justin Gilmer Balaji Lakshminarayanan OOD UQCV 138 1,309 0 05 Dec 2019
Scale-Equivariant Steerable Networks Li Xiao Michal Szmaja A. Smeulders 127 149 0 14 Oct 2019
Image Colorization By Capsule Networks Gökhan Özbulak MedIm 68 29 0 22 Aug 2019
Deep Scale-spaces: Equivariance Over Scale Daniel E. Worrall Max Welling BDL 73 167 0 28 May 2019
Quaternion Convolutional Neural Networks Xuanyu Zhu Yi Tian Xu Hongteng Xu Changjian Chen 65 152 0 02 Mar 2019
Roto-Translation Covariant Convolutional Networks for Medical Image Analysis Erik J. Bekkers Maxime W. Lafarge M. Veta K. Eppenhof J. Pluim R. Duits MedIm 75 174 0 10 Apr 2018
Deep Quaternion Networks Chase J. Gaudet Anthony Maida 58 164 0 13 Dec 2017
Learning Steerable Filters for Rotation Equivariant CNNs Maurice Weiler Fred Hamprecht M. Storath 117 388 0 20 Nov 2017
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 203 4,613 0 26 Oct 2017
Understanding trained CNNs by indexing neuron selectivity Ivet Rafegas M. Vanrell Luís A. Alexandre Guillem Arias FAtt 86 41 0 01 Feb 2017
Group Equivariant Convolutional Networks Taco S. Cohen Max Welling BDL 181 1,946 0 24 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015