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Gauge Equivariant Convolutional Networks and the Icosahedral CNN
v1v2v3 (latest)

Gauge Equivariant Convolutional Networks and the Icosahedral CNN

International Conference on Machine Learning (ICML), 2019
11 February 2019
Taco S. Cohen
Maurice Weiler
Berkay Kicanaoglu
Max Welling
ArXiv (abs)PDFHTML

Papers citing "Gauge Equivariant Convolutional Networks and the Icosahedral CNN"

50 / 276 papers shown
Gauge-Equivariant Graph Networks via Self-Interference Cancellation
Yoonhyuk Choi
Chong-Kwon Kim
139
0
0
20 Nov 2025
Tensor Gauge Flow Models
Tensor Gauge Flow Models
Alexander Strunk
Roland Assam
DRL
232
0
0
18 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
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
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 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
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
Axis-level Symmetry Detection with Group-Equivariant Representation
Axis-level Symmetry Detection with Group-Equivariant Representation
Wongyun Yu
Ahyun Seo
Minsu Cho
240
0
0
14 Aug 2025
Hybrid Quantum--Classical Machine Learning Potential with Variational Quantum Circuits
Hybrid Quantum--Classical Machine Learning Potential with Variational Quantum Circuits
S. Y. Willow
D. C. Yang
Chang Woo Myung
131
0
0
06 Aug 2025
Flow Equivariant Recurrent Neural Networks
Flow Equivariant Recurrent Neural Networks
T. Anderson Keller
75
3
0
20 Jul 2025
FoGE: Fock Space inspired encoding for graph prompting
FoGE: Fock Space inspired encoding for graph prompting
Sotirios Panagiotis Chytas
Rudrasis Chakraborty
Vikas Singh
AI4CE
260
0
0
26 Jun 2025
CP$^2$: Leveraging Geometry for Conformal Prediction via Canonicalization
CP2^22: Leveraging Geometry for Conformal Prediction via CanonicalizationConference on Uncertainty in Artificial Intelligence (UAI), 2025
P. A. V. D. Linden
Alexander Timans
Erik J. Bekkers
235
1
0
19 Jun 2025
Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates
Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates
Yunfei Huang
David S. Greenberg
AI4CE
181
0
0
05 Jun 2025
Learning Equivariant Models by Discovering Symmetries with Learnable Augmentations
Learning Equivariant Models by Discovering Symmetries with Learnable Augmentations
Eduardo Santos Escriche
Stefanie Jegelka
301
1
0
04 Jun 2025
Learning Dynamics under Environmental Constraints via Measurement-Induced Bundle Structures
Learning Dynamics under Environmental Constraints via Measurement-Induced Bundle Structures
Dongzhe Zheng
Wenjie Mei
AI4CE
273
1
0
26 May 2025
Follow the Energy, Find the Path: Riemannian Metrics from Energy-Based Models
Follow the Energy, Find the Path: Riemannian Metrics from Energy-Based Models
Louis Bethune
David Vigouroux
Yilun Du
Rufin VanRullen
Thomas Serre
Victor Boutin
DiffM
495
2
0
23 May 2025
Symmetry-Breaking Descent for Invariant Cost Functionals
Symmetry-Breaking Descent for Invariant Cost Functionals
Mikhail Osipov
232
0
0
19 May 2025
RECON: Robust symmetry discovery via Explicit Canonical Orientation Normalization
RECON: Robust symmetry discovery via Explicit Canonical Orientation Normalization
Alonso Urbano
David W. Romero
Max Zimmer
Sebastian Pokutta
314
0
0
19 May 2025
AtlasD: Automatic Local Symmetry Discovery
AtlasD: Automatic Local Symmetry Discovery
Manu Bhat
Jonghyun Park
Jianke Yang
Nima Dehmamy
Robin Walters
Rose Yu
301
0
0
15 Apr 2025
ETCH: Generalizing Body Fitting to Clothed Humans via Equivariant Tightness
ETCH: Generalizing Body Fitting to Clothed Humans via Equivariant Tightness
Boqian Li
Haiwen Feng
Zeyu Cai
M. Black
Yuliang Xiu
3DH
383
5
0
13 Mar 2025
Learning finite symmetry groups of dynamical systems via equivariance detection
Pablo Calvo-Barlés
Sergio G. Rodrigo
Luis Martín-Moreno
250
0
0
04 Mar 2025
Learning Chern Numbers of Topological Insulators with Gauge Equivariant Neural Networks
Learning Chern Numbers of Topological Insulators with Gauge Equivariant Neural Networks
Longde Huang
Oleksandr Balabanov
Hampus Linander
Mats Granath
Daniel Persson
Jan E. Gerken
219
0
0
24 Feb 2025
Physics-Driven Learning for Inverse Problems in Quantum Chromodynamics
Physics-Driven Learning for Inverse Problems in Quantum ChromodynamicsNature Reviews Physics (Nat. Rev. Phys.), 2025
Gert Aarts
Kenji Fukushima
Tetsuo Hatsuda
Andreas Ipp
S. Shi
Lei Wang
K. Zhou
AI4CEPINN
222
24
0
09 Jan 2025
Rethinking Addressing in Language Models via Contexualized Equivariant Positional Encoding
Rethinking Addressing in Language Models via Contexualized Equivariant Positional Encoding
Jiajun Zhu
Peihao Wang
Ruisi Cai
Jason D. Lee
Pan Li
Liang Luo
KELM
375
5
0
01 Jan 2025
OmniSplat: Taming Feed-Forward 3D Gaussian Splatting for Omnidirectional Images with Editable Capabilities
OmniSplat: Taming Feed-Forward 3D Gaussian Splatting for Omnidirectional Images with Editable CapabilitiesComputer Vision and Pattern Recognition (CVPR), 2024
Suyoung Lee
Jaeyoung Chung
Kihoon Kim
Jaeyoo Huh
G. Lee
Minsoo Lee
Kyoung Mu Lee
3DGS
395
2
0
21 Dec 2024
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
473
5
0
16 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 EstimationNeural Information Processing Systems (NeurIPS), 2024
Yinshuang Xu
Dian Chen
Katherine Liu
Sergey Zakharov
Rares Andrei Ambrus
Kostas Daniilidis
Vitor Campagnolo Guizilini
MDE
263
7
0
11 Nov 2024
Optimal Equivariant Architectures from the Symmetries of Matrix-Element
  Likelihoods
Optimal Equivariant Architectures from the Symmetries of Matrix-Element Likelihoods
Daniel Maître
Vishal S. Ngairangbam
M. Spannowsky
182
10
0
24 Oct 2024
Relaxed Equivariance via Multitask Learning
Relaxed Equivariance via Multitask Learning
Ahmed A. A. Elhag
T. Konstantin Rusch
Francesco Di Giovanni
Michael Bronstein
452
6
0
23 Oct 2024
Encoding architecture algebra
Encoding architecture algebra
Stephane Bersier
Xinyi Chen-Lin
AI4CE
187
0
0
15 Oct 2024
Symmetry-Based Structured Matrices for Efficient Approximately Equivariant Networks
Symmetry-Based Structured Matrices for Efficient Approximately Equivariant NetworksInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024
Ashwin Samudre
Mircea Petrache
Brian D. Nord
Shubhendu Trivedi
533
6
0
18 Sep 2024
Elite360M: Efficient 360 Multi-task Learning via Bi-projection Fusion
  and Cross-task Collaboration
Elite360M: Efficient 360 Multi-task Learning via Bi-projection Fusion and Cross-task Collaboration
Hao Ai
Lin Wang
182
2
0
18 Aug 2024
Optimal Symmetries in Binary Classification
Optimal Symmetries in Binary Classification
Vishal S. Ngairangbam
M. Spannowsky
184
1
0
16 Aug 2024
EqNIO: Subequivariant Neural Inertial Odometry
EqNIO: Subequivariant Neural Inertial OdometryInternational Conference on Learning Representations (ICLR), 2024
Royina Karegoudra Jayanth
Yinshuang Xu
Ziyun Wang
Evangelos Chatzipantazis
Daniel Gehrig
Kostas Daniilidis
265
10
0
12 Aug 2024
Stability Analysis of Equivariant Convolutional Representations Through
  The Lens of Equivariant Multi-layered CKNs
Stability Analysis of Equivariant Convolutional Representations Through The Lens of Equivariant Multi-layered CKNs
Soutrik Roy Chowdhury
247
0
0
08 Aug 2024
Correspondence-Free SE(3) Point Cloud Registration in RKHS via
  Unsupervised Equivariant Learning
Correspondence-Free SE(3) Point Cloud Registration in RKHS via Unsupervised Equivariant LearningEuropean Conference on Computer Vision (ECCV), 2024
Ray Zhang
Zheming Zhou
Min Sun
Omid Ghasemalizadeh
Cheng-Hao Kuo
Ryan Eustice
Maani Ghaffari
Arnie Sen
3DPC
320
5
0
29 Jul 2024
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures
Sophia Sanborn
Sophia Sanborn
Johan Mathe
Louisa Cornelis
Abby Bertics
...
Hansen Lillemark
Christian Shewmake
Fatih Dinc
Xavier Pennec
Nina Miolane
329
14
0
12 Jul 2024
An Intrinsic Vector Heat Network
An Intrinsic Vector Heat NetworkInternational Conference on Machine Learning (ICML), 2024
Alexander Gao
Maurice Chu
Mubbasir Kapadia
Ming C. Lin
Hsueh-Ti Derek Liu
AI4CE
187
1
0
14 Jun 2024
Separation Power of Equivariant Neural Networks
Separation Power of Equivariant Neural Networks
Marco Pacini
Xiaowen Dong
Bruno Lepri
G. Santin
176
1
0
13 Jun 2024
Learning Color Equivariant Representations
Learning Color Equivariant Representations
Felix O'Mahony
Yulong Yang
Christine Allen-Blanchette
510
0
0
13 Jun 2024
ILPO-NET: Network for the invariant recognition of arbitrary volumetric
  patterns in 3D
ILPO-NET: Network for the invariant recognition of arbitrary volumetric patterns in 3D
Dmitrii Zhemchuzhnikov
Sergei Grudinin
308
1
0
28 Mar 2024
Elite360D: Towards Efficient 360 Depth Estimation via Semantic- and
  Distance-Aware Bi-Projection Fusion
Elite360D: Towards Efficient 360 Depth Estimation via Semantic- and Distance-Aware Bi-Projection Fusion
Hao Ai
Lin Wang
MDE
251
26
0
25 Mar 2024
PDE-CNNs: Axiomatic Derivations and Applications
PDE-CNNs: Axiomatic Derivations and ApplicationsJournal of Mathematical Imaging and Vision (JMIV), 2024
Gijs Bellaard
Sei Sakata
B. Smets
R. Duits
AI4CE
208
3
0
22 Mar 2024
Clifford-Steerable Convolutional Neural Networks
Clifford-Steerable Convolutional Neural Networks
Maksim Zhdanov
David Ruhe
Maurice Weiler
Ana Lucic
Johannes Brandstetter
Patrick Forré
432
24
0
22 Feb 2024
E(3)-Equivariant Mesh Neural Networks
E(3)-Equivariant Mesh Neural Networks
Thuan Trang
Nhat-Khang Ngô
Daniel Levy
Thieu N. Vo
Siamak Ravanbakhsh
Truong-Son Hy
MDE
240
6
0
07 Feb 2024
PirateNets: Physics-informed Deep Learning with Residual Adaptive
  Networks
PirateNets: Physics-informed Deep Learning with Residual Adaptive Networks
Sizhuang He
Bowen Li
Yuhan Chen
P. Perdikaris
AI4CEPINN
577
80
0
01 Feb 2024
Equivariant Manifold Neural ODEs and Differential Invariants
Equivariant Manifold Neural ODEs and Differential Invariants
Emma Andersdotter
Fredrik Ohlsson
195
1
0
25 Jan 2024
Self-Supervised Detection of Perfect and Partial Input-Dependent
  Symmetries
Self-Supervised Detection of Perfect and Partial Input-Dependent Symmetries
Alonso Urbano
David W. Romero
355
5
0
19 Dec 2023
$\mathbb{Z}_2\times \mathbb{Z}_2$ Equivariant Quantum Neural Networks:
  Benchmarking against Classical Neural Networks
Z2×Z2\mathbb{Z}_2\times \mathbb{Z}_2Z2​×Z2​ Equivariant Quantum Neural Networks: Benchmarking against Classical Neural Networks
Zhongtian Dong
Marçal Comajoan Cara
Gopal Ramesh Dahale
Roy T. Forestano
S. Gleyzer
...
Kyoungchul Kong
Tom Magorsch
Konstantin T. Matchev
Katia Matcheva
Eyup B. Unlu
343
7
0
30 Nov 2023
SIRE: scale-invariant, rotation-equivariant estimation of artery
  orientations using graph neural networks
SIRE: scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks
Dieuwertje Alblas
Julian Suk
Christoph Brune
K. K. Yeung
J. Wolterink
MedIm
237
5
0
09 Nov 2023
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