Bekkers, Erik J
- Geometric and Physical Quantities Improve E(3) Equivariant Message Passing
2021/10/06 by J. Brandstetter, Rob Hesselink, Brandstetter, Johannes +7 · 28 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Neural Networks and Applications #Topic Modeling
- B-Spline CNNs on Lie Groups
2019/09/26 by Erik J. Bekkers, Bekkers, Erik J · 13 citations
Computer Science · Engineering · #AI in cancer detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Medical Imaging and Analysis
- Roto-Translation Covariant Convolutional Networks for Medical Image\n Analysis
2018/04/10 by Erik J. Bekkers, Bekkers, Erik J, Maxime W. Lafarge +9 · 5 citations
Computer Science · Engineering · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Group Theory (math.GR) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Medical Imaging and Analysis
- Fast, Expressive SE(n) Equivariant Networks through Weight-Sharing in Position-Orientation Space
2023/10/04 by Bekkers, Erik J, Vadgama, Sharvaree, Hesselink, Rob D +2 · 3 citations
#FOS: Computer and information sciences #FOS: Mathematics #Group Theory (math.GR) #Machine Learning (cs.LG)
- Grounding Continuous Representations in Geometry: Equivariant Neural Fields
2024/06/09 by David R. Wessels, Wessels, David R, David M. Knigge +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Controlled Generation with Equivariant Variational Flow Matching
2025/06/23 by Floor Eijkelboom, Heiko Zimmermann, Eijkelboom, Floor +12 · 1 voice · 3 citations
Computer Science · Engineering · #Computational Fluid Dynamics and Aerodynamics #Fluid Dynamics and Turbulent Flows #Plasma and Flow Control in Aerodynamics #cs.AI #cs.LG