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Maurice Weiler

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Clifford-Steerable Convolutional Neural Networks

Feb 22, 2024
Maksim Zhdanov, David Ruhe, Maurice Weiler, Ana Lucic, Johannes Brandstetter, Patrick Forré

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Hyperbolic Convolutional Neural Networks

Aug 29, 2023
Andrii Skliar, Maurice Weiler

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Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems

Jul 17, 2023
Xuan Zhang, Limei Wang, Jacob Helwig, Youzhi Luo, Cong Fu, Yaochen Xie, Meng Liu, Yuchao Lin, Zhao Xu, Keqiang Yan, Keir Adams, Maurice Weiler, Xiner Li, Tianfan Fu, Yucheng Wang, Haiyang Yu, YuQing Xie, Xiang Fu, Alex Strasser, Shenglong Xu, Yi Liu, Yuanqi Du, Alexandra Saxton, Hongyi Ling, Hannah Lawrence, Hannes Stärk, Shurui Gui, Carl Edwards, Nicholas Gao, Adriana Ladera, Tailin Wu, Elyssa F. Hofgard, Aria Mansouri Tehrani, Rui Wang, Ameya Daigavane, Montgomery Bohde, Jerry Kurtin, Qian Huang, Tuong Phung, Minkai Xu, Chaitanya K. Joshi, Simon V. Mathis, Kamyar Azizzadenesheli, Ada Fang, Alán Aspuru-Guzik, Erik Bekkers, Michael Bronstein, Marinka Zitnik, Anima Anandkumar, Stefano Ermon, Pietro Liò, Rose Yu, Stephan Günnemann, Jure Leskovec, Heng Ji, Jimeng Sun, Regina Barzilay, Tommi Jaakkola, Connor W. Coley, Xiaoning Qian, Xiaofeng Qian, Tess Smidt, Shuiwang Ji

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Steerable Partial Differential Operators for Equivariant Neural Networks

Jun 18, 2021
Erik Jenner, Maurice Weiler

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Coordinate Independent Convolutional Networks -- Isometry and Gauge Equivariant Convolutions on Riemannian Manifolds

Jun 10, 2021
Maurice Weiler, Patrick Forré, Erik Verlinde, Max Welling

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A Wigner-Eckart Theorem for Group Equivariant Convolution Kernels

Oct 22, 2020
Leon Lang, Maurice Weiler

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Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs

Mar 11, 2020
Pim de Haan, Maurice Weiler, Taco Cohen, Max Welling

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General $E(2)$-Equivariant Steerable CNNs

Nov 19, 2019
Maurice Weiler, Gabriele Cesa

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Covariance in Physics and Convolutional Neural Networks

Jun 06, 2019
Miranda C. N. Cheng, Vassilis Anagiannis, Maurice Weiler, Pim de Haan, Taco S. Cohen, Max Welling

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