Oscar Carlsson

1. Geometric Deep Learning and Equivariant Neural Networks
   2021/05/28 by Jan E. Gerken, Gerken, Jan E., Jimmy Aronsson +11 · 6 citations
   Computer Science · #Topological and Geometric Data Analysis
2. 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
3. HEAL-SWIN: A Vision Transformer On The Sphere
   2023/07/14 by Oscar Carlsson, Jan E. Gerken, Carlsson, Oscar +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
4. 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