Dittmer, Sören
- Learned convex regularizers for inverse problems
2020/08/06 by Subhadip Mukherjee, Mukherjee, Subhadip, Sören Dittmer +9 · 8 citations
Engineering · Medicine · #Advanced X-ray and CT Imaging #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications #Sparse and Compressive Sensing Techniques
- Deep image prior for 3D magnetic particle imaging: A quantitative comparison of regularization techniques on Open MPI dataset
2020/07/03 by Dittmer, Sören, Kluth, Tobias, Henriksen, Mads Thorstein Roar +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Functional Analysis (math.FA) #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Optimization and Control (math.OC) #electronic engineering #information engineering
- Singular Values for ReLU Layers
2018/12/06 by Dittmer, Sören, King, Emily J., Maass, Peter · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Unsupervised Learning of the Total Variation Flow
2022/06/09 by Tamara G. Grossmann, Grossmann, Tamara G., Sören Dittmer +5 · 1 citation
Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #electronic engineering #information engineering
- Recent Methodological Advances in Federated Learning for Healthcare
2023/10/04 by Zhang, Fan, Kreuter, Daniel, Chen, Yichen +10 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)