Fredrik Ohlsson
- Geometric Deep Learning and Equivariant Neural Networks
2021/05/28 by Jan E. Gerken, Jimmy Aronsson, Gerken, Jan E. +11 · 9 citations
Computer Science · #Topological and Geometric Data Analysis
- Equivariance versus Augmentation for Spherical Images
2022/02/08 by Jan E. Gerken, Gerken, Jan E., Oscar Carlsson +9 · 5 citations
Computer Science · Engineering · #Medical Image Segmentation Techniques #Satellite Image Processing and Photogrammetry #Medical Imaging and Analysis
- Optimization Dynamics of Equivariant and Augmented Neural Networks
2023/03/23 by Fredrik Ohlsson, Nordenfors, Oskar, Ohlsson, Fredrik +1 · 5 citations
Computer Science · Physics and Astronomy · #20C35 #37N40 #68T07 #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Optimization and Control (math.OC)
- HEAL-SWIN: A Vision Transformer On The Sphere
2023/07/14 by Oscar Carlsson, Carlsson, Oscar, Jan E. Gerken +11 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
- Framing structural identifiability in terms of parameter symmetries
2024/10/02 by Johannes Borgqvist, Alexander P. Browning, Borgqvist, Johannes G +5 · 1 citation
Computer Science · Engineering · #Classical Analysis and ODEs (math.CA) #FOS: Biological sciences #FOS: Mathematics #FOS: Physical sciences #Manufacturing Process and Optimization #Mathematical Physics (math-ph) #Modeling and Simulation Systems #Optimization and Control (math.OC) #Quantitative Methods (q-bio.QM)