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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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3D G-CNNs for Pulmonary Nodule Detection
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Roto-Translation Covariant Convolutional Networks for Medical Image Analysis
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10 Apr 2018
Intertwiners between Induced Representations (with Applications to the Theory of Equivariant Neural Networks)
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28 Mar 2018
What Do We Understand About Convolutional Networks?
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Richard P. Wildes
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Michele Volpi
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Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds
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Tess E. Smidt
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Robustness of Rotation-Equivariant Networks to Adversarial Perturbations
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On the Generalization of Equivariance and Convolution in Neural Networks to the Action of Compact Groups
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Spherical CNNs
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Non-Parametric Transformation Networks
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Covariant Compositional Networks For Learning Graphs
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Brandon M. Anderson
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Learning Steerable Filters for Rotation Equivariant CNNs
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Fred Hamprecht
M. Storath
292
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Learning SO(3) Equivariant Representations with Spherical CNNs
Carlos Esteves
Christine Allen-Blanchette
A. Makadia
Kostas Daniilidis
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17 Nov 2017
Interpretable Transformations with Encoder-Decoder Networks
Daniel E. Worrall
Stephan J. Garbin
Daniyar Turmukhambetov
Gabriel J. Brostow
DRL
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19 Oct 2017
Convolutional Networks for Spherical Signals
Taco S. Cohen
Mario Geiger
Jonas Köhler
Max Welling
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Polar Transformer Networks
Carlos Esteves
Christine Allen-Blanchette
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Kostas Daniilidis
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Deep rank-based transposition-invariant distances on musical sequences
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Frank Nielsen
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Sparsity Invariant CNNs
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Uwe Franke
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Andreas Geiger
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Discovery of Visual Semantics by Unsupervised and Self-Supervised Representation Learning
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Rotational Rectification Network: Enabling Pedestrian Detection for Mobile Vision
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Shangxuan Wu
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Dynamic Steerable Blocks in Deep Residual Networks
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Deep Complex Networks
C. Trabelsi
O. Bilaniuk
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J. F. Santos
Soroush Mehri
Negar Rostamzadeh
Yoshua Bengio
C. Pal
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Deep Rotation Equivariant Network
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Zichen Yang
Haifeng Liu
Deng Cai
242
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Beyond Planar Symmetry: Modeling human perception of reflection and rotation symmetries in the wild
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Yanxi Liu
186
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Deformable Convolutional Networks
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Haozhi Qi
Yuwen Xiong
Yi Li
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466
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Graph-based Isometry Invariant Representation Learning
Renata Khasanova
P. Frossard
231
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01 Mar 2017
Rotation equivariant vector field networks
IEEE International Conference on Computer Vision (ICCV), 2016
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Michele Volpi
N. Komodakis
D. Tuia
316
284
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29 Dec 2016
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