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1902.04615
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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
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Papers citing
"Gauge Equivariant Convolutional Networks and the Icosahedral CNN"
50 / 276 papers shown
Gauge Equivariant Neural Networks for 2+1D U(1) Gauge Theory Simulations in Hamiltonian Formulation
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Grassmann Manifold Flows for Stable Shape Generation
Neural Information Processing Systems (NeurIPS), 2022
Ryoma Yataka
Kazuki Hirashima
Masashi Shiraishi
221
4
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05 Nov 2022
Breaking the Symmetry: Resolving Symmetry Ambiguities in Equivariant Neural Networks
S. Balachandar
A. Poulenard
Congyue Deng
Leonidas Guibas
187
1
0
29 Oct 2022
Position tracking of a varying number of sound sources with sliding permutation invariant training
European Signal Processing Conference (EUSIPCO), 2022
David Diaz-Guerra
Archontis Politis
Maria Sandsten
201
7
0
26 Oct 2022
Interpolated SelectionConv for Spherical Images and Surfaces
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
David Hart
Michael Whitney
B. Morse
3DH
215
3
0
18 Oct 2022
Theory for Equivariant Quantum Neural Networks
PRX Quantum (PRX Quantum), 2022
Quynh T. Nguyen
Louis Schatzki
Paolo Braccia
Michael Ragone
Patrick J. Coles
F. Sauvage
Martín Larocca
M. Cerezo
317
115
0
16 Oct 2022
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks
Neural Information Processing Systems (NeurIPS), 2022
Renan A. Rojas-Gomez
Teck-Yian Lim
Alex Schwing
Minh Do
Raymond A. Yeh
234
18
0
14 Oct 2022
Representation Theory for Geometric Quantum Machine Learning
Michael Ragone
Paolo Braccia
Quynh T. Nguyen
Louis Schatzki
Patrick J. Coles
F. Sauvage
Martín Larocca
M. Cerezo
AI4CE
231
89
0
14 Oct 2022
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models
AAAI Conference on Artificial Intelligence (AAAI), 2022
Sourya Basu
P. Sattigeri
Karthikeyan N. Ramamurthy
Vijil Chenthamarakshan
Kush R. Varshney
Lav Varshney
Payel Das
250
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13 Oct 2022
Analysis of (sub-)Riemannian PDE-G-CNNs
Journal of Mathematical Imaging and Vision (JMIV), 2022
Gijs Bellaard
Daan Bon
Gautam Pai
B. Smets
R. Duits
AI4CE
332
16
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03 Oct 2022
Machine learning and invariant theory
Notices of the American Mathematical Society (Notices of the AMS), 2022
Ben Blum-Smith
Soledad Villar
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301
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29 Sep 2022
Scalable and Equivariant Spherical CNNs by Discrete-Continuous (DISCO) Convolutions
International Conference on Learning Representations (ICLR), 2022
Jeremy Ocampo
Matthew Alexander Price
Jason D. McEwen
281
19
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27 Sep 2022
Bispectral Neural Networks
International Conference on Learning Representations (ICLR), 2022
Sophia Sanborn
Christian Shewmake
Bruno A. Olshausen
Christopher Hillar
284
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07 Sep 2022
PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs
International Conference on Machine Learning (ICML), 2022
Zhengyang Shen
T. Hong
Qi She
Jinwen Ma
Zhouchen Lin
MedIm
151
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07 Aug 2022
Graph Neural Network with Local Frame for Molecular Potential Energy Surface
LOG IN (LOG IN), 2022
Xiyuan Wang
Muhan Zhang
203
14
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01 Aug 2022
Quiver neural networks
I. Ganev
Robin Walters
147
4
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26 Jul 2022
Equivariance and Invariance Inductive Bias for Learning from Insufficient Data
European Conference on Computer Vision (ECCV), 2022
Tan Wang
Qianru Sun
Sugiri Pranata
J. Karlekar
Hanwang Zhang
SSL
235
24
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25 Jul 2022
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Kailai Li
Kailun Yang
Haowen Shi
Simon Reiß
Kunyu Peng
Chaoxiang Ma
Haodong Fu
Philip H. S. Torr
Kaiwei Wang
Rainer Stiefelhagen
ViT
MDE
358
52
0
25 Jul 2022
Image to Icosahedral Projection for
S
O
(
3
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\mathrm{SO}(3)
SO
(
3
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Object Reasoning from Single-View Images
David Klee
Ondrej Biza
Robert Platt
Robin Walters
248
4
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18 Jul 2022
Equivariant Representation Learning via Class-Pose Decomposition
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Giovanni Luca Marchetti
Gustaf Tegnér
Anastasiia Varava
Danica Kragic
DRL
299
16
0
07 Jul 2022
On Non-Linear operators for Geometric Deep Learning
Neural Information Processing Systems (NeurIPS), 2022
G. Sergeant-Perthuis
Jakob Maier
Joan Bruna
Edouard Oyallon
199
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0
06 Jul 2022
Complementary Bi-directional Feature Compression for Indoor 360° Semantic Segmentation with Self-distillation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Zishuo Zheng
Chunyu Lin
Lang Nie
K. Liao
Zhijie Shen
Yao Zhao
MDE
173
22
0
06 Jul 2022
Maximum Class Separation as Inductive Bias in One Matrix
Neural Information Processing Systems (NeurIPS), 2022
Tejaswi Kasarla
Gertjan J. Burghouts
Max van Spengler
Elise van der Pol
Rita Cucchiara
Pascal Mettes
276
26
0
17 Jun 2022
E2PN: Efficient SE(3)-Equivariant Point Network
Computer Vision and Pattern Recognition (CVPR), 2022
Minghan Zhu
Maani Ghaffari
W. A. Clark
Huei Peng
3DPC
258
24
0
11 Jun 2022
U(1) Symmetry-breaking Observed in Generic CNN Bottleneck Layers
Louis-Franccois Bouchard
Mohsen Ben Lazreg
Matthew Toews
265
0
0
05 Jun 2022
Three-dimensional microstructure generation using generative adversarial neural networks in the context of continuum micromechanics
Computer Methods in Applied Mechanics and Engineering (CMAME), 2022
Alexander Henkes
Henning Wessels
3DV
MedIm
AI4CE
323
48
0
31 May 2022
Hierarchical Spherical CNNs with Lifting-based Adaptive Wavelets for Pooling and Unpooling
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Mingxing Xu
Chenglin Li
Wenrui Dai
Siheng Chen
Junni Zou
P. Frossard
H. Xiong
147
3
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31 May 2022
Registering Image Volumes using 3D SIFT and Discrete SP-Symmetry
L. Chauvin
W. Wells
Matthew Toews
102
1
0
30 May 2022
Equivariant Mesh Attention Networks
Sourya Basu
Jose Gallego-Posada
Francesco Vigano
J. Rowbottom
Taco S. Cohen
3DPC
MDE
AI4CE
224
11
0
21 May 2022
Deep Learning for Omnidirectional Vision: A Survey and New Perspectives
Hao Ai
Zidong Cao
Jin Zhu
Haotian Bai
Yucheng Chen
Ling Wang
329
41
0
21 May 2022
A Classification of
G
G
G
-invariant Shallow Neural Networks
Neural Information Processing Systems (NeurIPS), 2022
Devanshu Agrawal
James Ostrowski
154
8
0
18 May 2022
Rotationally Equivariant 3D Object Detection
Computer Vision and Pattern Recognition (CVPR), 2022
Hong-Xing Yu
Jiajun Wu
Li Yi
3DPC
207
35
0
28 Apr 2022
Learning Symmetric Embeddings for Equivariant World Models
International Conference on Machine Learning (ICML), 2022
Jung Yeon Park
Ondrej Biza
Linfeng Zhao
Jan-Willem van de Meent
Robin Walters
293
49
0
24 Apr 2022
A case for using rotation invariant features in state of the art feature matchers
Georg Bökman
Fredrik Kahl
194
54
0
21 Apr 2022
SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function Space
International Conference on Learning Representations (ICLR), 2022
Evangelos Chatzipantazis
Stefanos Pertigkiozoglou
Guang Cheng
Kostas Daniilidis
3DPC
337
38
0
05 Apr 2022
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
David Diaz-Guerra
A. Miguel
J. R. Beltrán
307
33
0
31 Mar 2022
When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning
Chuizheng Meng
Sungyong Seo
Defu Cao
Sam Griesemer
Yan Liu
PINN
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294
135
0
31 Mar 2022
Reflection and Rotation Symmetry Detection via Equivariant Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Ahyun Seo
Byungjin Kim
Suha Kwak
Minsu Cho
167
19
0
31 Mar 2022
Quantum Finite Automata and Quiver Algebras
G. Jeffreys
Siu-Cheong Lau
173
0
0
15 Mar 2022
Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Kailai Li
Kailun Yang
Chaoxiang Ma
Simon Reiß
Kunyu Peng
Rainer Stiefelhagen
ViT
302
93
0
02 Mar 2022
Rotationally Equivariant Super-Resolution of Velocity Fields in Two-Dimensional Fluids Using Convolutional Neural Networks
APL Machine Learning (AML), 2022
Y. Yasuda
R. Onishi
347
7
0
22 Feb 2022
Improving the Sample-Complexity of Deep Classification Networks with Invariant Integration
VISIGRAPP (VISIGRAPP), 2022
M. Rath
Alexandru Paul Condurache
152
8
0
08 Feb 2022
Data-driven emergence of convolutional structure in neural networks
Proceedings of the National Academy of Sciences of the United States of America (PNAS), 2022
Alessandro Ingrosso
Sebastian Goldt
352
41
0
01 Feb 2022
Rigidity Preserving Image Transformations and Equivariance in Perspective
Scandinavian Conference on Image Analysis (SCIA), 2022
Lucas Brynte
Georg Bökman
Axel Flinth
Fredrik Kahl
266
4
0
31 Jan 2022
Möbius Convolutions for Spherical CNNs
International Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2022
Thomas W. Mitchel
Noam Aigerman
Vladimir G. Kim
Michael Kazhdan
303
14
0
28 Jan 2022
Generative Coarse-Graining of Molecular Conformations
International Conference on Machine Learning (ICML), 2022
Wujie Wang
Minkai Xu
Chen Cai
Benjamin Kurt Miller
Tess E. Smidt
Yusu Wang
Jian Tang
Rafael Gómez-Bombarelli
162
43
0
28 Jan 2022
Approximately Equivariant Networks for Imperfectly Symmetric Dynamics
International Conference on Machine Learning (ICML), 2022
Rui Wang
Robin Walters
Rose Yu
358
101
0
28 Jan 2022
Noncommutative Geometry of Computational Models and Uniformization for Framed Quiver Varieties
Pure and Applied Mathematics Quarterly (PAMQ), 2022
G. Jeffreys
Siu-Cheong Lau
171
4
0
15 Jan 2022
Complexity from Adaptive-Symmetries Breaking: Global Minima in the Statistical Mechanics of Deep Neural Networks
Shaun Li
AI4CE
229
1
0
03 Jan 2022
Equivariance and generalization in neural networks
EPJ Web of Conferences (EPJ Web Conf.), 2021
S. S. Krishna Chaitanya Bulusu
Matteo Favoni
A. Ipp
David I. Müller
Daniel Schuh
AI4CE
56
5
0
23 Dec 2021
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