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Harmonic Networks: Deep Translation and Rotation Equivariance
v1v2 (latest)

Harmonic Networks: Deep Translation and Rotation Equivariance

14 December 2016
Daniel E. Worrall
Stephan J. Garbin
Daniyar Turmukhambetov
Gabriel J. Brostow
ArXiv (abs)PDFHTML

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

50 / 419 papers shown
Title
DUN-SRE: Deep Unrolling Network with Spatiotemporal Rotation Equivariance for Dynamic MRI Reconstruction
DUN-SRE: Deep Unrolling Network with Spatiotemporal Rotation Equivariance for Dynamic MRI Reconstruction
Yuliang Zhu
Jing Cheng
Qi Xie
Zhuo-Xu Cui
Qingyong Zhu
Yuanyuan Liu
Xin Liu
Jianfeng Ren
Chengbo Wang
Dong Liang
117
0
0
12 Jun 2025
Moment kernels: a simple and scalable approach for equivariance to rotations and reflections in deep convolutional networks
Moment kernels: a simple and scalable approach for equivariance to rotations and reflections in deep convolutional networks
Zachary Schlamowitz
Andrew Bennecke
Daniel J. Tward
34
0
0
27 May 2025
Rotation-Equivariant Self-Supervised Method in Image Denoising
Rotation-Equivariant Self-Supervised Method in Image Denoising
Hanze Liu
J. Fu
Qi Xie
Deyu Meng
SSL
54
0
0
26 May 2025
A Regularization-Guided Equivariant Approach for Image Restoration
A Regularization-Guided Equivariant Approach for Image Restoration
Yulu Bai
J. Fu
Qi Xie
Deyu Meng
40
0
0
26 May 2025
Learning (Approximately) Equivariant Networks via Constrained Optimization
Learning (Approximately) Equivariant Networks via Constrained Optimization
Andrei Manolache
Luiz F.O. Chamon
Mathias Niepert
126
0
0
19 May 2025
Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology
Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology
Fuyao Chen
Yuexi Du
Tal Zeevi
Nicha Dvornek
John Onofrey
57
0
0
08 May 2025
GMR-Conv: An Efficient Rotation and Reflection Equivariant Convolution Kernel Using Gaussian Mixture Rings
GMR-Conv: An Efficient Rotation and Reflection Equivariant Convolution Kernel Using Gaussian Mixture Rings
Yuexi Du
Jiazhen Zhang
Nicha Dvornek
J. Onofrey
AAML
129
0
0
03 Apr 2025
On Symmetries in Convolutional Weights
On Symmetries in Convolutional Weights
B. Alsallakh
Timothy Wroge
Vivek Miglani
Narine Kokhlikyan
197
0
0
24 Mar 2025
Permutation Equivariant Neural Networks for Symmetric Tensors
Permutation Equivariant Neural Networks for Symmetric Tensors
Edward Pearce-Crump
208
1
0
14 Mar 2025
Rethinking Rotation-Invariant Recognition of Fine-grained Shapes from the Perspective of Contour Points
Yanjie Xu
Handing Xu
Tianmu Wang
Yaguan Li
Yunzhi Chen
Zhenguo Nie
3DPC
138
0
0
14 Mar 2025
SRE-Conv: Symmetric Rotation Equivariant Convolution for Biomedical Image Classification
SRE-Conv: Symmetric Rotation Equivariant Convolution for Biomedical Image Classification
Yuexi Du
Jiazhen Zhang
Tal Zeevi
Nicha Dvornek
J. Onofrey
70
1
0
17 Jan 2025
Rethinking Addressing in Language Models via Contexualized Equivariant Positional Encoding
Jiajun Zhu
Peihao Wang
Ruisi Cai
Jason D. Lee
Pan Li
Ziyi Wang
KELM
112
1
0
03 Jan 2025
On the Ability of Deep Networks to Learn Symmetries from Data: A Neural Kernel Theory
On the Ability of Deep Networks to Learn Symmetries from Data: A Neural Kernel Theory
Andrea Perin
Stéphane Deny
138
2
0
16 Dec 2024
On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for
  Image Segmentation
On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation
Robin Ghyselinck
Valentin Delchevalerie
Bruno Dumas
Benoit Frénay
191
0
0
12 Dec 2024
$SE(3)$ Equivariant Ray Embeddings for Implicit Multi-View Depth
  Estimation
SE(3)SE(3)SE(3) Equivariant Ray Embeddings for Implicit Multi-View Depth Estimation
Yinshuang Xu
Dian Chen
Katherine Liu
Sergey Zakharov
Rares Andrei Ambrus
Kostas Daniilidis
Vitor Campagnolo Guizilini
MDE
66
1
0
11 Nov 2024
Harmformer: Harmonic Networks Meet Transformers for Continuous
  Roto-Translation Equivariance
Harmformer: Harmonic Networks Meet Transformers for Continuous Roto-Translation Equivariance
Tomáš Karella
Adam Harmanec
J. Kotera
Jan Blažek
F. Šroubek
74
1
0
06 Nov 2024
Approximate Equivariance in Reinforcement Learning
Approximate Equivariance in Reinforcement Learning
Jung Yeon Park
Sujay Bhatt
Sihan Zeng
Lawson L. S. Wong
Alec Koppel
Sumitra Ganesh
Robin Walters
98
1
0
06 Nov 2024
PreCM: The Padding-based Rotation Equivariant Convolution Mode for Semantic Segmentation
PreCM: The Padding-based Rotation Equivariant Convolution Mode for Semantic Segmentation
Xinyu Xu
Huazhen Liu
Huilin Xiong
Wenhao Yu
Tao Zhang
228
0
0
03 Nov 2024
Convolutional Filtering with RKHS Algebras
Convolutional Filtering with RKHS Algebras
Alejandro Parada-Mayorga
Leopoldo Agorio
Alejandro Ribeiro
J. Bazerque
81
0
0
02 Nov 2024
Unsupervised Representation Learning from Sparse Transformation Analysis
Unsupervised Representation Learning from Sparse Transformation Analysis
Yue Song
Thomas Anderson Keller
Yisong Yue
Pietro Perona
Max Welling
DRL
76
0
0
07 Oct 2024
Machine learning approaches for automatic defect detection in
  photovoltaic systems
Machine learning approaches for automatic defect detection in photovoltaic systems
Swayam Rajat Mohanty
Moin Uddin Maruf
Vaibhav Singh
Zeeshan Ahmad
33
0
0
24 Sep 2024
Adaptive Sampling for Continuous Group Equivariant Neural Networks
Adaptive Sampling for Continuous Group Equivariant Neural Networks
Berfin Inal
Gabriele Cesa
62
0
0
13 Sep 2024
Attention Down-Sampling Transformer, Relative Ranking and
  Self-Consistency for Blind Image Quality Assessment
Attention Down-Sampling Transformer, Relative Ranking and Self-Consistency for Blind Image Quality Assessment
Mohammed Alsaafin
Musab Alsheikh
Saeed Anwar
Muhammad Usman
ViT
57
1
0
11 Sep 2024
Weakly-supervised Camera Localization by Ground-to-satellite Image
  Registration
Weakly-supervised Camera Localization by Ground-to-satellite Image Registration
Yujiao Shi
Hongdong Li
Akhil Perincherry
Ankit Vora
SSLWSOL
132
5
0
10 Sep 2024
EqNIO: Subequivariant Neural Inertial Odometry
EqNIO: Subequivariant Neural Inertial Odometry
Royina Karegoudra Jayanth
Yinshuang Xu
Ziyun Wang
Evangelos Chatzipantazis
Daniel Gehrig
Kostas Daniilidis
102
4
0
12 Aug 2024
Subequivariant Reinforcement Learning in 3D Multi-Entity Physical
  Environments
Subequivariant Reinforcement Learning in 3D Multi-Entity Physical Environments
Runfa Chen
Ling Wang
Yu Du
Tianrui Xue
Gang Hua
Jianwei Zhang
Wenbing Huang
OffRL
103
1
0
17 Jul 2024
Understanding the Role of Invariance in Transfer Learning
Understanding the Role of Invariance in Transfer Learning
Till Speicher
Vedant Nanda
Krishna P. Gummadi
SSLOOD
85
1
0
05 Jul 2024
Learning Color Equivariant Representations
Learning Color Equivariant Representations
Felix O'Mahony
Yulong Yang
Christine Allen-Blanchette
73
0
0
13 Jun 2024
A novel approach to graph distinction through GENEOs and permutants
A novel approach to graph distinction through GENEOs and permutants
Giovanni Bocchi
Massimo Ferri
Patrizio Frosini
128
2
0
12 Jun 2024
CoNO: Complex Neural Operator for Continous Dynamical Physical Systems
CoNO: Complex Neural Operator for Continous Dynamical Physical Systems
Karn Tiwari
N. M. A. Krishnan
P. PrathoshA
108
1
0
01 Jun 2024
Flexible SE(2) graph neural networks with applications to PDE surrogates
Flexible SE(2) graph neural networks with applications to PDE surrogates
Maria Bånkestad
Olof Mogren
Aleksis Pirinen
96
1
0
30 May 2024
Neural Isometries: Taming Transformations for Equivariant ML
Neural Isometries: Taming Transformations for Equivariant ML
Thomas W. Mitchel
Michael Taylor
Vincent Sitzmann
66
1
0
29 May 2024
Steerable Transformers for Volumetric Data
Steerable Transformers for Volumetric Data
Soumyabrata Kundu
Risi Kondor
LLMSVViT
116
1
0
24 May 2024
Graph as Point Set
Graph as Point Set
Xiyuan Wang
Pan Li
Muhan Zhang
GNN3DPCPINN
87
4
0
05 May 2024
Multi-view Action Recognition via Directed Gromov-Wasserstein
  Discrepancy
Multi-view Action Recognition via Directed Gromov-Wasserstein Discrepancy
Hoang-Quan Nguyen
Thanh-Dat Truong
Khoa Luu
89
1
0
02 May 2024
Achieving Rotation Invariance in Convolution Operations: Shifting from
  Data-Driven to Mechanism-Assured
Achieving Rotation Invariance in Convolution Operations: Shifting from Data-Driven to Mechanism-Assured
Hanlin Mo
Guoying Zhao
OOD
71
0
0
17 Apr 2024
Equivariant graph convolutional neural networks for the representation
  of homogenized anisotropic microstructural mechanical response
Equivariant graph convolutional neural networks for the representation of homogenized anisotropic microstructural mechanical response
Ravi G. Patel
Cosmin Safta
Reese E. Jones
AI4CE
70
1
0
05 Apr 2024
Pioneering SE(2)-Equivariant Trajectory Planning for Automated Driving
Pioneering SE(2)-Equivariant Trajectory Planning for Automated Driving
Steffen Hagedorn
Marcel Milich
Alexandru Paul Condurache
127
4
0
17 Mar 2024
Tune without Validation: Searching for Learning Rate and Weight Decay on
  Training Sets
Tune without Validation: Searching for Learning Rate and Weight Decay on Training Sets
Lorenzo Brigato
Stavroula Mougiakakou
69
0
0
08 Mar 2024
Hierarchical Invariance for Robust and Interpretable Vision Tasks at
  Larger Scales
Hierarchical Invariance for Robust and Interpretable Vision Tasks at Larger Scales
Shuren Qi
Yushu Zhang
Chao Wang
Zhihua Xia
Xiaochun Cao
Jian Weng
63
1
0
23 Feb 2024
G-RepsNet: A Fast and General Construction of Equivariant Networks for
  Arbitrary Matrix Groups
G-RepsNet: A Fast and General Construction of Equivariant Networks for Arbitrary Matrix Groups
Sourya Basu
Suhas Lohit
Matthew Brand
70
0
0
23 Feb 2024
Approximately Piecewise E(3) Equivariant Point Networks
Approximately Piecewise E(3) Equivariant Point Networks
Matan Atzmon
Jiahui Huang
Francis Williams
Or Litany
3DPC
64
2
0
13 Feb 2024
Social Physics Informed Diffusion Model for Crowd Simulation
Social Physics Informed Diffusion Model for Crowd Simulation
Hongyi Chen
Jingtao Ding
Yong Li
Yue Wang
Xiao-Ping Zhang
AI4CE
76
15
0
08 Feb 2024
Deep Continuous Networks
Deep Continuous Networks
Nergis Tomen
S. Pintea
Jan van Gemert
149
14
0
02 Feb 2024
A Characterization Theorem for Equivariant Networks with Point-wise
  Activations
A Characterization Theorem for Equivariant Networks with Point-wise Activations
Marco Pacini
Xiaowen Dong
Bruno Lepri
G. Santin
70
4
0
17 Jan 2024
Dual-scale Enhanced and Cross-generative Consistency Learning for
  Semi-supervised Polyp Segmentation
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Polyp Segmentation
Yunqi Gu
Tao Zhou
Yizhe Zhang
Yi Zhou
Kelei He
Chen Gong
Huazhu Fu
117
5
0
26 Dec 2023
Rotation Equivariant Proximal Operator for Deep Unfolding Methods in
  Image Restoration
Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration
J. Fu
Qi Xie
Deyu Meng
Zongben Xu
94
8
0
25 Dec 2023
SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain
  MRI
SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRI
Benjamin Billot
Neel Dey
Daniel Moyer
M. Hoffmann
Esra Abaci Turk
B. Gagoski
Ellen Grant
Polina Golland
3DPC
115
6
0
21 Dec 2023
Steerers: A framework for rotation equivariant keypoint descriptors
Steerers: A framework for rotation equivariant keypoint descriptors
Georg Bökman
Johan Edstedt
Michael Felsberg
Fredrik Kahl
LLMSV
75
12
0
04 Dec 2023
Few-shot Shape Recognition by Learning Deep Shape-aware Features
Few-shot Shape Recognition by Learning Deep Shape-aware Features
Wenlong Shi
Changsheng Lu
Ming Shao
Yinjie Zhang
Si-Yu Xia
Piotr Koniusz
88
2
0
03 Dec 2023
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