دنبال کردن
Maurice Weiler
Maurice Weiler
University of Amsterdam
ایمیل تأیید شده در uva.nl - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
General E(2)-Equivariant Steerable CNNs‏
M Weiler, G Cesa‏
Advances in Neural Information Processing Systems, 14334-14345, 2019‏
6002019
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
6002018
Gauge equivariant convolutional networks and the icosahedral CNN‏
T Cohen, M Weiler, B Kicanaoglu, M Welling‏
International Conference on Machine Learning, 1321-1330, 2019‏
5022019
Learning steerable filters for rotation equivariant CNNs‏
M Weiler, FA Hamprecht, M Storath‏
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018‏
4492018
A General Theory of Equivariant CNNs on Homogeneous Spaces‏
TS Cohen, M Geiger, M Weiler‏
Advances in Neural Information Processing Systems, 9142-9153, 2019‏
3922019
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
1382023
Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs‏
P de Haan, M Weiler, T Cohen, M Welling‏
arXiv preprint arXiv:2003.05425, 2020‏
1372020
A program to build E (N)-equivariant steerable CNNs‏
G Cesa, L Lang, M Weiler‏
International conference on learning representations, 2022‏
1142022
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
1142018
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
892021
Euclidean neural networks: e3nn‏
M Geiger, T Smidt, M Alby, BK Miller, W Boomsma, B Dice, K Lapchevskyi, ...‏
arXiv preprint arXiv:2207.09453, 2022‏
67*2022
A Wigner-Eckart Theorem for Group Equivariant Convolution Kernels‏
L Lang, M Weiler‏
arXiv preprint arXiv:2010.10952, 2020‏
662020
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
552018
Steerable Partial Differential Operators for Equivariant Neural Networks‏
E Jenner, M Weiler‏
arXiv preprint arXiv:2106.10163, 2021‏
312021
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
21*2023
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
20*2019
Clifford-Steerable Convolutional Neural Networks‏
M Zhdanov, D Ruhe, M Weiler, A Lucic, J Brandstetter, P Forré‏
arXiv preprint arXiv:2402.14730, 2024‏
102024
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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مقاله‌ها 1–20