Artjom Zern

According to our database, Artjom Zern authored at least 8 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees.

Artjom Zern, Klaus Broelemann, Gjergji Kasneci

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2020

Riemannian Flows for Supervised and Unsupervised Geometric Image Labeling.

Artjom Zern

PhD thesis, 2020

Self-Assignment Flows for Unsupervised Data Labeling on Graphs.

Matthias Zisler, Artjom Zern, Stefania Petra, Christoph Schnörr

SIAM J. Imaging Sci., 2020

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

Artjom Zern, Matthias Zisler, Stefania Petra, Christoph Schnörr

J. Math. Imaging Vis., 2020

Assignment Flows for Data Labeling on Graphs: Convergence and Stability.

Artjom Zern, Alexander Zeilmann, Christoph Schnörr

CoRR, 2020

2019

Unsupervised Labeling by Geometric and Spatially Regularized Self-assignment.

Matthias Zisler, Artjom Zern, Stefania Petra, Christoph Schnörr

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019

2018

Unsupervised Label Learning on Manifolds by Spatially Regularized Geometric Assignment.

Artjom Zern, Matthias Zisler, Freddie Åström, Stefania Petra, Christoph Schnörr

Proceedings of the Pattern Recognition - 40th German Conference, 2018

2017

Geometric Image Labeling with Global Convex Labeling Constraints.

Artjom Zern, Karl Rohr, Christoph Schnörr

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2017