CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers

21 July 2020

Papers citing "CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers"

22 / 22 papers shown

Title
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 493 42,407 0 03 Dec 2019
Human eye inspired log-polar pre-processing for neural networks Leendert A. Remmelzwaal A. Mishra George F. R. Ellis 17 6 0 04 Nov 2019
Fixing the train-test resolution discrepancy Hugo Touvron Andrea Vedaldi Matthijs Douze Hervé Jégou 116 423 0 14 Jun 2019
Billion-scale semi-supervised learning for image classification I. Z. Yalniz Hervé Jégou Kan Chen Manohar Paluri D. Mahajan SSL 90 463 0 02 May 2019
Polar Transformer Networks Carlos Esteves Christine Allen-Blanchette Xiaowei Zhou Kostas Daniilidis ViT 62 186 0 06 Sep 2017
Understanding the Effective Receptive Field in Deep Convolutional Neural Networks Wenjie Luo Yujia Li R. Urtasun R. Zemel HAI 99 1,797 0 15 Jan 2017
Harmonic Networks: Deep Translation and Rotation Equivariance Daniel E. Worrall Stephan J. Garbin Daniyar Turmukhambetov Gabriel J. Brostow 124 710 0 14 Dec 2016
Learning rotation invariant convolutional filters for texture classification Diego Marcos Michele Volpi D. Tuia 64 148 0 22 Apr 2016
TI-POOLING: transformation-invariant pooling for feature learning in Convolutional Neural Networks D. Laptev Nikolay Savinov J. M. Buhmann Marc Pollefeys OOD 64 257 0 21 Apr 2016
Group Equivariant Convolutional Networks Taco S. Cohen Max Welling BDL 169 1,934 0 24 Feb 2016
Exploiting Cyclic Symmetry in Convolutional Neural Networks Sander Dieleman J. Fauw Koray Kavukcuoglu 115 364 0 08 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
Fast Algorithms for Convolutional Neural Networks Andrew Lavin Scott Gray 72 877 0 30 Sep 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 300 7,384 0 05 Jun 2015
Rotation-invariant convolutional neural networks for galaxy morphology prediction Sander Dieleman K. Willett J. Dambre 95 653 0 24 Mar 2015
Transformation Properties of Learned Visual Representations Taco S. Cohen Max Welling 49 106 0 24 Dec 2014
Understanding image representations by measuring their equivariance and equivalence Karel Lenc Andrea Vedaldi SSL FAtt 109 532 0 21 Nov 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 460 43,649 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,348 0 04 Sep 2014
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 394 11,224 0 18 Jun 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,876 0 12 Nov 2013
Learning Invariant Representations with Local Transformations Kihyuk Sohn Honglak Lee OOD 72 191 0 27 Jun 2012