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cs.CG2025
Categorizing Merge Tree Edit Distances by Stability using Minimal Vertex Perturbation
Florian Wetzels, Christoph Garth
This paper introduces a novel stability measure for edit distances between merge trees of piecewise linear scalar fields. We apply the new measure to various metrics introduced rec…
cs.CV2025★ 2 cited
XAI for Point Cloud Data using Perturbations based on Meaningful Segmentation
Raju Ningappa Mulawade, Christoph Garth, Alexander Wiebel
We propose a novel segmentation-based explainable artificial intelligence (XAI) method for neural networks working on point cloud classification. As one building block of this meth…