most citedAssignment Flows for Data Labeling on Graphs: Convergence and Stability

14 citations · 21 across the 2 of their papers we have counts for

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cs.LG2019

Self-Assignment Flows for Unsupervised Data Labeling on Graphs

Matthias Zisler, Artjom Zern, Stefania Petra +1

This paper extends the recently introduced assignment flow approach for supervised image labeling to unsupervised scenarios where no labels are given. The resulting self-assignment…

cs.LG2019★ 7 cited

Unsupervised Assignment Flow: Label Learning on Feature Manifolds by Spatially Regularized Geometric Assignment

Artjom Zern, Matthias Zisler, Stefania Petra +1

This paper introduces the unsupervised assignment flow that couples the assignment flow for supervised image labeling with Riemannian gradient flows for label evolution on feature…