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Group Equivariant Convolutional Networks
v1v2v3 (latest)

Group Equivariant Convolutional Networks

24 February 2016
Taco S. Cohen
Max Welling
    BDL
ArXiv (abs)PDFHTML

Papers citing "Group Equivariant Convolutional Networks"

50 / 1,261 papers shown
Categorical Equivariant Deep Learning: Category-Equivariant Neural Networks and Universal Approximation Theorems
Categorical Equivariant Deep Learning: Category-Equivariant Neural Networks and Universal Approximation Theorems
Yoshihiro Maruyama
170
0
0
24 Dec 2025
VibrantLeaves: A principled parametric image generator for training deep restoration models
VibrantLeaves: A principled parametric image generator for training deep restoration models
Raphaël Achddou
Y. Gousseau
Saïd Ladjal
Sabine Süsstrunk
261
1
0
24 Dec 2025
A Theoretical Framework for Discovering Groups and Unitary Representations via Tensor Factorization
A Theoretical Framework for Discovering Groups and Unitary Representations via Tensor Factorization
Dongsung Huh
Halyun Jeong
112
0
0
28 Nov 2025
Shift-Equivariant Complex-Valued Convolutional Neural Networks
Shift-Equivariant Complex-Valued Convolutional Neural Networks
Quentin Gabot
Teck-Yian Lim
Jérémy Fix
J. Frontera-Pons
C. Ren
J. Ovarlez
167
0
0
26 Nov 2025
Equivariant-Aware Structured Pruning for Efficient Edge Deployment: A Comprehensive Framework with Adaptive Fine-Tuning
Equivariant-Aware Structured Pruning for Efficient Edge Deployment: A Comprehensive Framework with Adaptive Fine-Tuning
Mohammed Alnemari
95
0
0
21 Nov 2025
Gauge-Equivariant Graph Networks via Self-Interference Cancellation
Yoonhyuk Choi
Chong-Kwon Kim
139
0
0
20 Nov 2025
Eq.Bot: Enhance Robotic Manipulation Learning via Group Equivariant Canonicalization
Eq.Bot: Enhance Robotic Manipulation Learning via Group Equivariant Canonicalization
Jian Deng
Yuandong Wang
Yangfu Zhu
Tao Feng
Tianyu Wo
Zhenzhou Shao
152
0
0
19 Nov 2025
LoopLLM: Transferable Energy-Latency Attacks in LLMs via Repetitive Generation
LoopLLM: Transferable Energy-Latency Attacks in LLMs via Repetitive Generation
Xingyu Li
Xiaolei Liu
Cheng Liu
Yixiao Xu
Kangyi Ding
Bangzhou Xin
Jia-Li Yin
213
0
0
11 Nov 2025
Direct Molecular Polarizability Prediction with SO(3) Equivariant Local Frame GNNs
Direct Molecular Polarizability Prediction with SO(3) Equivariant Local Frame GNNs
Jean Philip Filling
Felix Post
Michael Wand
Denis Andrienko
104
0
0
10 Nov 2025
AdaDrive: Self-Adaptive Slow-Fast System for Language-Grounded Autonomous Driving
AdaDrive: Self-Adaptive Slow-Fast System for Language-Grounded Autonomous Driving
Ruifei Zhang
Junlin Xie
Wei Emma Zhang
Weikai Chen
Xiao Tan
Xiang Wan
G. Li
131
3
0
09 Nov 2025
WindMiL: Equivariant Graph Learning for Wind Loading Prediction
WindMiL: Equivariant Graph Learning for Wind Loading Prediction
Themistoklis Vargiemezis
Charilaos Kanatsoulis
Catherine Gorlé
234
0
0
03 Nov 2025
Learning with Category-Equivariant Architectures for Human Activity Recognition
Learning with Category-Equivariant Architectures for Human Activity Recognition
Yoshihiro Maruyama
155
1
0
03 Nov 2025
Learning with Category-Equivariant Representations for Human Activity Recognition
Learning with Category-Equivariant Representations for Human Activity Recognition
Yoshihiro Maruyama
158
1
0
02 Nov 2025
Towards a Multi-Embodied Grasping Agent
Towards a Multi-Embodied Grasping Agent
Roman Freiberg
Alexander Qualmann
Ngo Anh Vien
Gerhard Neumann
163
0
0
31 Oct 2025
Scaling flow-based approaches for topology sampling in $\mathrm{SU}(3)$ gauge theory
Scaling flow-based approaches for topology sampling in SU(3)\mathrm{SU}(3)SU(3) gauge theory
Claudio Bonanno
Andrea Bulgarelli
E. Cellini
A. Nada
Dario Panfalone
Davide Vadacchino
Lorenzo Verzichelli
139
1
0
29 Oct 2025
LieSolver: A PDE-constrained solver for IBVPs using Lie symmetries
LieSolver: A PDE-constrained solver for IBVPs using Lie symmetries
R. P. Klausen
Ivan Timofeev
Johannes Frank
Jonas R. Naujoks
Thomas Wiegand
Sebastian Lapuschkin
Wojciech Samek
AI4CE
123
0
0
29 Oct 2025
Perception Learning: A Formal Separation of Sensory Representation Learning from Decision Learning
Perception Learning: A Formal Separation of Sensory Representation Learning from Decision Learning
Suman Sanyal
SSL
322
0
0
28 Oct 2025
Equivariant Neural Networks for General Linear Symmetries on Lie Algebras
Equivariant Neural Networks for General Linear Symmetries on Lie Algebras
Chankyo Kim
Sicheng Zhao
Minghan Zhu
Tzu-Yuan Lin
Maani Ghaffari
AI4CE
152
0
0
27 Oct 2025
Learning from Frustration: Torsor CNNs on Graphs
Learning from Frustration: Torsor CNNs on Graphs
Daiyuan Li
Shreya Arya
Robert Ghrist
110
0
0
27 Oct 2025
Learning Without Augmenting: Unsupervised Time Series Representation Learning via Frame Projections
Learning Without Augmenting: Unsupervised Time Series Representation Learning via Frame Projections
B. U. Demirel
Christian Holz
AI4TSSSL
270
0
0
26 Oct 2025
Equivariance by Contrast: Identifiable Equivariant Embeddings from Unlabeled Finite Group Actions
Equivariance by Contrast: Identifiable Equivariant Embeddings from Unlabeled Finite Group Actions
Tobias Schmidt
Steffen Schneider
Matthias Bethge
137
0
0
24 Oct 2025
Matrix-Free Least Squares Solvers: Values, Gradients, and What to Do With Them
Matrix-Free Least Squares Solvers: Values, Gradients, and What to Do With Them
Hrittik Roy
Søren Hauberg
Nicholas Krämer
146
1
0
22 Oct 2025
Symmetries in PAC-Bayesian Learning
Symmetries in PAC-Bayesian Learning
Armin Beck
Peter Ochs
102
1
0
20 Oct 2025
Bridging Symmetry and Robustness: On the Role of Equivariance in Enhancing Adversarial Robustness
Bridging Symmetry and Robustness: On the Role of Equivariance in Enhancing Adversarial Robustness
Longwei Wang
Ifrat Ikhtear Uddin
KC Santosh
Chaowei Zhang
Xiao Qin
Yang Zhou
AAML
258
2
0
17 Oct 2025
On Universality of Deep Equivariant Networks
On Universality of Deep Equivariant Networks
Marco Pacini
Mircea Petrache
Bruno Lepri
Shubhendu Trivedi
Robin Walters
101
1
0
17 Oct 2025
Operator Flow Matching for Timeseries Forecasting
Operator Flow Matching for Timeseries Forecasting
Yolanne Y. R. Lee
Kyriakos Flouris
AI4TSDiffM
219
0
0
16 Oct 2025
Conditional Clifford-Steerable CNNs with Complete Kernel Basis for PDE Modeling
Conditional Clifford-Steerable CNNs with Complete Kernel Basis for PDE Modeling
Bálint László Szarvas
Maksim Zhdanov
114
0
0
15 Oct 2025
Axial Neural Networks for Dimension-Free Foundation Models
Axial Neural Networks for Dimension-Free Foundation Models
Hyunsu Kim
Jonggeon Park
Joan Bruna
Hongseok Yang
Juho Lee
AI4CE
177
0
0
15 Oct 2025
Inverse-Free Wilson Loops for Transformers: A Practical Diagnostic for Invariance and Order Sensitivity
Inverse-Free Wilson Loops for Transformers: A Practical Diagnostic for Invariance and Order Sensitivity
Edward Y. Chang
Ethan Chang
100
1
0
09 Oct 2025
Robust Canonicalization through Bootstrapped Data Re-Alignment
Robust Canonicalization through Bootstrapped Data Re-Alignment
Johann Schmidt
Sebastian Stober
125
1
0
09 Oct 2025
Spatial CAPTCHA: Generatively Benchmarking Spatial Reasoning for Human-Machine Differentiation
Spatial CAPTCHA: Generatively Benchmarking Spatial Reasoning for Human-Machine Differentiation
Arina Kharlamova
Bowei He
Chen Ma
Xue Liu
AAMLLRM
140
0
0
04 Oct 2025
Platonic Transformers: A Solid Choice For Equivariance
Platonic Transformers: A Solid Choice For Equivariance
Mohammad Mohaiminul Islam
Rishabh Anand
David R. Wessels
Friso de Kruiff
T. Kuipers
Rex Ying
C. Sánchez
Sharvaree P. Vadgama
Georg Bökman
Erik Bekkers
288
3
0
03 Oct 2025
Can Data-Driven Dynamics Reveal Hidden Physics? There Is A Need for Interpretable Neural Operators
Can Data-Driven Dynamics Reveal Hidden Physics? There Is A Need for Interpretable Neural Operators
Wenhan Gao
Jian Luo
Fang Wan
Ruichen Xu
Xiang Liu
Haipeng Xing
Yi Liu
AI4CE
127
1
0
03 Oct 2025
Explicit Discovery of Nonlinear Symmetries from Dynamic Data
Explicit Discovery of Nonlinear Symmetries from Dynamic Data
Lexiang Hu
Yikang Li
Zhouchen Lin
105
0
0
02 Oct 2025
Equivariant Splitting: Self-supervised learning from incomplete data
Equivariant Splitting: Self-supervised learning from incomplete data
Victor Sechaud
Jérémy Scanvic
Quentin Barthélemy
Patrice Abry
Julián Tachella
SSL
403
0
0
01 Oct 2025
Learning Generalizable Shape Completion with SIM(3) Equivariance
Learning Generalizable Shape Completion with SIM(3) Equivariance
Yuqing Wang
Zhaiyu Chen
X. X. Zhu
3DPC
219
1
0
30 Sep 2025
FS-KAN: Permutation Equivariant Kolmogorov-Arnold Networks via Function Sharing
FS-KAN: Permutation Equivariant Kolmogorov-Arnold Networks via Function Sharing
Ran Elbaz
Guy Bar-Shalom
Yam Eitan
Fabrizio Frasca
Haggai Maron
133
0
0
29 Sep 2025
Towards Foundation Models for Cryo-ET Subtomogram Analysis
Towards Foundation Models for Cryo-ET Subtomogram Analysis
Runmin Jiang
Wanyue Feng
Yuntian Yang
Shriya Pingulkar
Hong Wang
...
Xiaolong Wu
Tianyang Wang
Yang Liu
Xingjian Li
Min Xu
196
0
0
29 Sep 2025
Adaptive Canonicalization with Application to Invariant Anisotropic Geometric Networks
Adaptive Canonicalization with Application to Invariant Anisotropic Geometric Networks
Ya-Wei Eileen Lin
Ron Levie
227
0
0
29 Sep 2025
Automatic Discovery of One-Parameter Subgroups of Lie Groups: Compact and Non-Compact Cases of $\mathbf{SO(n)}$ and $\mathbf{SL(n)}$
Automatic Discovery of One-Parameter Subgroups of Lie Groups: Compact and Non-Compact Cases of SO(n)\mathbf{SO(n)}SO(n) and SL(n)\mathbf{SL(n)}SL(n)
Pavan Karjol
Vivek Kashyap
Rohan Kashyap
Prathosh A P
187
0
0
26 Sep 2025
Equi-RO: A 4D mmWave Radar Odometry via Equivariant Networks
Equi-RO: A 4D mmWave Radar Odometry via Equivariant Networks
Zeyu Han
Shuocheng Yang
Minghan Zhu
Fang Zhang
Shaobing Xu
Maani Ghaffari
Jianqiang Wang
114
0
0
25 Sep 2025
Tailored Transformation Invariance for Industrial Anomaly Detection
Tailored Transformation Invariance for Industrial Anomaly Detection
Mariette Schönfeld
Wannes Meert
Hendrik Blockeel
108
0
0
22 Sep 2025
Deep Learning Inductive Biases for fMRI Time Series Classification during Resting-state and Movie-watching
Deep Learning Inductive Biases for fMRI Time Series Classification during Resting-state and Movie-watching
Behdad Khodabandehloo
Reza Rajimehr
90
0
0
21 Sep 2025
Large Vision Models Can Solve Mental Rotation Problems
Large Vision Models Can Solve Mental Rotation Problems
Sebastian Ray Mason
Anders Gjølbye
Phillip Chavarria Højbjerg
Lenka Tětková
Lars Kai Hansen
LRM
127
1
0
18 Sep 2025
Local-Canonicalization Equivariant Graph Neural Networks for Sample-Efficient and Generalizable Swarm Robot Control
Local-Canonicalization Equivariant Graph Neural Networks for Sample-Efficient and Generalizable Swarm Robot Control
Keqin Wang
Tao Zhong
David Chang
Christine Allen-Blanchette
124
0
0
17 Sep 2025
Tensor Invariant Data-Assisted Control and Dynamic Decomposition of Multibody Systems
Tensor Invariant Data-Assisted Control and Dynamic Decomposition of Multibody Systems
Mostafa Eslami
Maryam Babazadeh
79
0
0
15 Sep 2025
Event2Vec: A Geometric Approach to Learning Composable Representations of Event Sequences
Event2Vec: A Geometric Approach to Learning Composable Representations of Event Sequences
Antonin Sulc
143
0
0
15 Sep 2025
Geometrically Constrained and Token-Based Probabilistic Spatial Transformers
Geometrically Constrained and Token-Based Probabilistic Spatial Transformers
Johann Schmidt
Sebastian Stober
115
2
0
14 Sep 2025
Physics-informed sensor coverage through structure preserving machine learning
Physics-informed sensor coverage through structure preserving machine learning
Benjamin D. Shaffer
Brooks Kinch
Joseph Klobusicky
M. Ani Hsieh
Nathaniel Trask
AI4CE
136
1
0
12 Sep 2025
Topological Regularization for Force Prediction in Active Particle Suspension with EGNN and Persistent Homology
Topological Regularization for Force Prediction in Active Particle Suspension with EGNN and Persistent Homology
Sadra Saremi
Amirhossein Ahmadkhan Kordbacheh
AI4CE
76
0
0
08 Sep 2025
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