56 citations · 199 across the 40 of their papers we have counts for
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On the Geometric Mechanics of Assignment Flows for Metric Data Labeling
Fabrizio Savarino, Peter Albers, Christoph Schnörr
Metric data labeling refers to the task of assigning one of multiple predefined labels to every given datapoint based on the metric distance between label and data. This assignment…
Learning System Parameters from Turing Patterns
David Schnörr, Christoph Schnörr
The Turing mechanism describes the emergence of spatial patterns due to spontaneous symmetry breaking in reaction-diffusion processes and underlies many developmental processes. Id…
Learning Linearized Assignment Flows for Image Labeling
Alexander Zeilmann, Stefania Petra, Christoph Schnörr
We introduce a novel algorithm for estimating optimal parameters of linearized assignment flows for image labeling. An exact formula is derived for the parameter gradient of any lo…