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Maurice Weiler
Maurice Weiler
Verified email at uva.nl - Homepage
Title
Cited by
Cited by
Year
3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data
M Weiler, M Geiger, W Boomsma, M Welling, T Cohen
Advances in Neural Information Processing Systems, 10401-10412, 2018
5212018
General E(2)-Equivariant Steerable CNNs
M Weiler, G Cesa
Advances in Neural Information Processing Systems, 14334-14345, 2019
4812019
Gauge equivariant convolutional networks and the icosahedral CNN
T Cohen, M Weiler, B Kicanaoglu, M Welling
International Conference on Machine Learning, 1321-1330, 2019
4362019
Learning steerable filters for rotation equivariant CNNs
M Weiler, FA Hamprecht, M Storath
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
3932018
A General Theory of Equivariant CNNs on Homogeneous Spaces
TS Cohen, M Geiger, M Weiler
Advances in Neural Information Processing Systems, 9142-9153, 2019
3412019
Explorations in Homeomorphic Variational Auto-Encoding
L Falorsi, P de Haan, TR Davidson, N De Cao, M Weiler, P Forré, ...
arXiv preprint arXiv:1807.04689, 2018
1182018
Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs
P de Haan, M Weiler, T Cohen, M Welling
arXiv preprint arXiv:2003.05425, 2020
1172020
A Program to Build E (N)-Equivariant Steerable CNNs
G Cesa, L Lang, M Weiler
International Conference on Learning Representations, 2021
792021
Coordinate Independent Convolutional Networks--Isometry and Gauge Equivariant Convolutions on Riemannian Manifolds
M Weiler, P Forré, E Verlinde, M Welling
arXiv preprint arXiv:2106.06020, 2021
722021
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
X Zhang, L Wang, J Helwig, Y Luo, C Fu, Y Xie, M Liu, Y Lin, Z Xu, K Yan, ...
arXiv preprint arXiv:2307.08423, 2023
582023
A Wigner-Eckart Theorem for Group Equivariant Convolution Kernels
L Lang, M Weiler
arXiv preprint arXiv:2010.10952, 2020
562020
Euclidean neural networks: e3nn
M Geiger, T Smidt, M Alby, BK Miller, W Boomsma, B Dice, K Lapchevskyi, ...
arXiv preprint arXiv:2207.09453, 2022
54*2022
Intertwiners between Induced Representations (with Applications to the Theory of Equivariant Neural Networks)
TS Cohen, M Geiger, M Weiler
arXiv preprint arXiv:1803.10743, 2018
452018
Steerable Partial Differential Operators for Equivariant Neural Networks
E Jenner, M Weiler
arXiv preprint arXiv:2106.10163, 2021
252021
Covariance in Physics and Convolutional Neural Networks
MW Miranda C. N. Cheng, Vassilis Anagiannis, Maurice Weiler, Pim de Haan ...
ICML 2019 Workshop on Theoretical Physics for Deep Learning, 2019
19*2019
Equivariant and Coordinate Independent Convolutional Networks - A Gauge Field Theory of Neural Networks
M Weiler, P  Forré, E Verlinde, M Welling
https://maurice-weiler.gitlab.io/cnn_book …, 2023
7*2023
Clifford-Steerable Convolutional Neural Networks
M Zhdanov, D Ruhe, M Weiler, A Lucic, J Brandstetter, P Forré
arXiv preprint arXiv:2402.14730, 2024
22024
Hyperbolic Convolutional Neural Networks
A Skliar, M Weiler
arXiv preprint arXiv:2308.15639, 2023
12023
Equivariant steerable convolutional neural networks
C Gabriele, L Leon, M Weiler
US Patent App. 17/219,099, 2022
2022
Gauge equivariant geometric graph convolutional neural network
DE Pim, M Weiler, TS Cohen, M Welling
US Patent App. 17/169,338, 2021
2021
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