Bastian Boll

According to our database, Bastian Boll authored at least 14 papers between 2021 and 2024.

Collaborative distances:

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

2024

On Structured Prediction of Discrete Data: Geometry and Statistical Learning

Bastian Boll

PhD thesis, 2024

Sigma Flows for Image and Data Labeling and Learning Structured Prediction.

Jonas Cassel, Bastian Boll, Stefania Petra, Peter Albers, Christoph Schnörr

CoRR, 2024

Generative Assignment Flows for Representing and Learning Joint Distributions of Discrete Data.

Bastian Boll, Daniel Gonzalez-Alvarado, Stefania Petra, Christoph Schnörr

CoRR, 2024

Generative Modeling of Discrete Joint Distributions by E-Geodesic Flow Matching on Assignment Manifolds.

Bastian Boll, Daniel Gonzalez-Alvarado, Christoph Schnörr

CoRR, 2024

A Geometric Embedding Approach to Multiple Games and Multiple Populations.

Bastian Boll, Jonas Cassel, Peter Albers, Stefania Petra, Christoph Schnörr

CoRR, 2024

2023

Quantum State Assignment Flows.

Jonathan Schwarz, Jonas Cassel, Bastian Boll, Martin Gärttner, Peter Albers, Christoph Schnörr

Entropy, September, 2023

A Nonlocal Graph-PDE and Higher-Order Geometric Integration for Image Labeling.

Dmitrij Sitenko, Bastian Boll, Christoph Schnörr

SIAM J. Imaging Sci., March, 2023

Quantum State Assignment Flows.

Jonathan Schwarz, Bastian Boll, Daniel Gonzalez-Alvarado, Dmitrij Sitenko, Martin Gärttner, Peter Albers, Christoph Schnörr

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

Modeling Large-Scale Joint Distributions and Inference by Randomized Assignment.

Bastian Boll, Jonathan Schwarz, Daniel Gonzalez-Alvarado, Dmitrij Sitenko, Stefania Petra, Christoph Schnörr

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

On Certified Generalization in Structured Prediction.

Bastian Boll, Christoph Schnörr

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Self-Certifying Classification by Linearized Deep Assignment.

Bastian Boll, Alexander Zeilmann, Stefania Petra, Christoph Schnörr

CoRR, 2022

2021

Assignment Flow for Order-Constrained OCT Segmentation.

Dmitrij Sitenko, Bastian Boll, Christoph Schnörr

Int. J. Comput. Vis., 2021

On the Correspondence Between Replicator Dynamics and Assignment Flows.

Bastian Boll, Jonathan Schwarz, Christoph Schnörr

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2021

Assignment Flows and Nonlocal PDEs on Graphs.

Dmitrij Sitenko, Bastian Boll, Christoph Schnörr

Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021