Harmonic Networks: Deep Translation and Rotation Equivariance

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Harmonic Networks: Deep Translation and Rotation Equivariance

14 December 2016

Daniel E. Worrall

Stephan J. Garbin

Daniyar Turmukhambetov

Gabriel J. Brostow

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Papers citing "Harmonic Networks: Deep Translation and Rotation Equivariance"

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Title
Non-Parametric Transformation Networks Dipan K. Pal Marios Savvides 82 7 0 14 Jan 2018
Covariant Compositional Networks For Learning Graphs Risi Kondor H. Son Horace Pan Brandon M. Anderson Shubhendu Trivedi GNN 92 168 0 07 Jan 2018
Towards dense object tracking in a 2D honeybee hive Katarzyna Bozek Laetitia Hebert A. Mikheyev G. Stephens VOT 71 47 0 22 Dec 2017
Learning Steerable Filters for Rotation Equivariant CNNs Maurice Weiler Fred Hamprecht M. Storath 135 388 0 20 Nov 2017
Learning SO(3) Equivariant Representations with Spherical CNNs Carlos Esteves Christine Allen-Blanchette A. Makadia Kostas Daniilidis 165 515 0 17 Nov 2017
Interpretable Transformations with Encoder-Decoder Networks Daniel E. Worrall Stephan J. Garbin Daniyar Turmukhambetov Gabriel J. Brostow DRL 69 101 0 19 Oct 2017
Convolutional Networks for Spherical Signals Taco S. Cohen Mario Geiger Jonas Köhler Max Welling 89 71 0 14 Sep 2017
Polar Transformer Networks Carlos Esteves Christine Allen-Blanchette Xiaowei Zhou Kostas Daniilidis ViT 116 187 0 06 Sep 2017
Deep rank-based transposition-invariant distances on musical sequences Gaëtan Hadjeres Frank Nielsen 25 1 0 03 Sep 2017
Sparsity Invariant CNNs J. Uhrig N. Schneider Lukas Schneider Uwe Franke Thomas Brox Andreas Geiger 189 829 0 22 Aug 2017
Discovery of Visual Semantics by Unsupervised and Self-Supervised Representation Learning Gustav Larsson SSL VLM 46 5 0 19 Aug 2017
Rotational Rectification Network: Enabling Pedestrian Detection for Mobile Vision Xinshuo Weng Shangxuan Wu Fares N. Beainy Kris Kitani ObjD 40 12 0 19 Jun 2017
Dynamic Steerable Blocks in Deep Residual Networks J. Jacobsen Bert de Brabandere A. Smeulders 91 28 0 02 Jun 2017
Deep Complex Networks C. Trabelsi O. Bilaniuk Ying Zhang Dmitriy Serdyuk Sandeep Subramanian J. F. Santos Soroush Mehri Negar Rostamzadeh Yoshua Bengio C. Pal 258 838 0 27 May 2017
Deep Rotation Equivariant Network Junying Li Zichen Yang Haifeng Liu Deng Cai 71 60 0 24 May 2017
Beyond Planar Symmetry: Modeling human perception of reflection and rotation symmetries in the wild Christopher Funk Yanxi Liu 61 39 0 11 Apr 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 239 5,368 0 17 Mar 2017
Graph-based Isometry Invariant Representation Learning Renata Khasanova P. Frossard 120 55 0 01 Mar 2017
Rotation equivariant vector field networks Diego Marcos Michele Volpi N. Komodakis D. Tuia 87 270 0 29 Dec 2016