Alexander Zeilmann
- Assignment Flows for Data Labeling on Graphs: Convergence and Stability
2020/02/29 by Artjom Zern, Alexander Zeilmann, Christoph Schnörr · 1 citation
Mathematics · Computer Science · #math.DS #cs.NE #math.OC #msc:34B45 #msc:34C40 #msc:62H35 #msc:68U10 #msc:91A22
- Learning Linearized Assignment Flows for Image Labeling
2021/08/02 by Alexander Zeilmann, Stefania Petra, Zeilmann, Alexander +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #34C40 #62H35 #68T05 #68U10 #91A22 #Algorithm #Applied mathematics #Artificial intelligence #Artificial neural network #Automatic differentiation #Balanced flow #Cell Image Analysis Techniques #Computer science #FOS: Computer and information sciences #FOS: Mathematics #Flow (mathematics) #Function (biology) #Geometry #Gradient descent #Image (mathematics) #Iterative method #Krylov subspace #Machine Learning (cs.LG) #Mathematical analysis #Mathematical optimization #Mathematics #Medical Image Segmentation Techniques #Optimization and Control (math.OC) #Parameter space #Rank (graph theory) #Representation (politics) #Subspace topology #Topological and Geometric Data Analysis