Maurice Weiler
10 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird
π
Keyword Champion
(2)
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Keywords
convolutional neural network
(4)
steerable kernel
(3)
steerable filter
(2)
equivariant neural network
(2)
feature space
(1)
protein structure
(1)
medical imaging
(1)
convolutional network
(1)
group theory
(1)
fluid dynamics
(1)
group equivariance
(1)
weight initialization
(1)
pseudo-euclidean space
(1)
molecular dataset
(1)
convolutional layer
(1)
feature map
(1)
steerable cnn
(1)
partial differential operator
(1)
homogeneous space
(1)
geometric deep learning
(1)
Papers
Clifford-Steerable Convolutional Neural Networks
ICML 2024
A Program to Build E(N)-Equivariant Steerable CNNs
ICLR 2022
Steerable Partial Differential Operators for Equivariant Neural Networks
ICLR 2022
A Wigner-Eckart Theorem for Group Equivariant Convolution Kernels
ICLR 2021
Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs
ICLR 2021
A General Theory of Equivariant CNNs on Homogeneous Spaces
NeurIPS 2019
Gauge Equivariant Convolutional Networks and the Icosahedral CNN
ICML 2019
General E(2)-Equivariant Steerable CNNs
NeurIPS 2019
3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data
NeurIPS 2018
Learning Steerable Filters for Rotation Equivariant CNNs
CVPR 2018