Maurice Weiler
- General E(2)-Equivariant Steerable CNNs
2019/11/19 by Maurice Weiler, Weiler, Maurice, Gabriele Cesa +1 · 52 citations
Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Geophysical Methods and Applications #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Learning Steerable Filters for Rotation Equivariant CNNs
2017/11/20 by Maurice Weiler, Fred A. Hamprecht, Weiler, Maurice +3 · 14 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Topic Modeling
- Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
2023/07/17 by Xuan Zhang, Zhang, Xuan, Limei Wang +123 · 1 voice · 17 citations
#cs.LG #physics.comp-ph
- Coordinate Independent Convolutional Networks -- Isometry and Gauge Equivariant Convolutions on Riemannian Manifolds
2021/06/10 by Maurice Weiler, Patrick Forré, Weiler, Maurice +5 · 6 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Advanced Vision and Imaging
- Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric\n graphs
2020/03/11 by Pim de Haan, de Haan, Pim, Maurice Weiler +5 · 6 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Video Surveillance and Tracking Methods
- Steerable Partial Differential Operators for Equivariant Neural Networks
2021/06/18 by Erik Jenner, Jenner, Erik, Maurice Weiler +1 · 2 citations
Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Model Reduction and Neural Networks
- Clifford-Steerable Convolutional Neural Networks
2024/02/22 by Maksim Zhdanov, David Ruhe, Zhdanov, Maksim +9 · 3 citations
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- A Wigner-Eckart Theorem for Group Equivariant Convolution Kernels
2020/10/21 by Leon Lang, Maurice Weiler, Lang, Leon +1 · 1 citation
Computer Science · Earth and Planetary Sciences · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques #Topological and Geometric Data Analysis
- Equivariant non-linear maps for neural networks on homogeneous spaces
2025/04/29 by Elias Nyholm, Nyholm, Elias, Oscar Carlsson +5 · 1 voice · 1 citation
#cs.LG #math.RT #stat.ML