Bastian Boll

22 papers A* 1Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Family of LLMs Liberated from Static Vocabularies.
CoRR
Adnen Abdessaied, Artur Baranowski, Lukas Balles, Michael Barlow, Fabien C. Y. Benureau, Felix Berkenkamp, Lukas Bluebaum, Bastian Boll, Thomas F. Burns, Björn Deiseroth, Constantin Eichenberg, David Friede, Pablo Iyu Guerrero, Ahmed Hammam, Bastian Harren, Johann Higl, Yasser Jadidi, Carina Kauf, Johannes Messner, Jan Hendrik Metzen, Max Meuer, Vedant Nanda, Pit Neitemeier, Koen Oostermeijer, Letitia Parcalabescu, Markus Pernpointner, Felix Reinfurt, Dylan Rodriquez, Grégory Schott, Philipp Siedler, Martin Simonovsky, Till Speicher, Volker Stampa, Stephan Wäldchen, Samuel Weinbach, Gregor Ziegltrum
2025 J jnl
Generative Assignment Flows for Representing and Learning Joint Distributions of Discrete Data.
J. Math. Imaging Vis.
Bastian Boll, Daniel Gonzalez-Alvarado, Stefania Petra, Christoph Schnörr
2025 J jnl
Sigma Flows for Image and Data Labeling and Learning Structured Prediction.
J. Math. Imaging Vis.
Jonas Cassel, Bastian Boll, Stefania Petra, Peter Albers, Christoph Schnörr
2024 J jnl
A Geometric Embedding Approach to Multiple Games and Multiple Populations.
CoRR
Bastian Boll, Jonas Cassel, Peter Albers, Stefania Petra, Christoph Schnörr
2024 J jnl
Generative Assignment Flows for Representing and Learning Joint Distributions of Discrete Data.
CoRR
Bastian Boll, Daniel Gonzalez-Alvarado, Stefania Petra, Christoph Schnörr
2024 J jnl
Generative Modeling of Discrete Joint Distributions by E-Geodesic Flow Matching on Assignment Manifolds.
CoRR
Bastian Boll, Daniel Gonzalez-Alvarado, Christoph Schnörr
2024 — —
On Structured Prediction of Discrete Data: Geometry and Statistical Learning
Bastian Boll
2024 J jnl
Sigma Flows for Image and Data Labeling and Learning Structured Prediction.
CoRR
Jonas Cassel, Bastian Boll, Stefania Petra, Peter Albers, Christoph Schnörr
2023 J jnl
A Nonlocal Graph-PDE and Higher-Order Geometric Integration for Image Labeling.
SIAM J. Imaging Sci.
Dmitrij Sitenko, Bastian Boll, Christoph Schnörr
2023 — conf
Modeling Large-Scale Joint Distributions and Inference by Randomized Assignment.
SSVM
Bastian Boll, Jonathan Schwarz, Daniel Gonzalez-Alvarado, Dmitrij Sitenko, Stefania Petra, Christoph Schnörr
2023 A* conf
On Certified Generalization in Structured Prediction.
NeurIPS
Bastian Boll, Christoph Schnörr
2023 J jnl
On Certified Generalization in Structured Prediction.
CoRR
Bastian Boll, Christoph Schnörr
2023 — conf
Quantum State Assignment Flows.
SSVM
Jonathan Schwarz, Bastian Boll, Daniel Gonzalez-Alvarado, Dmitrij Sitenko, Martin Gärttner, Peter Albers, Christoph Schnörr
2023 J jnl
Quantum State Assignment Flows.
CoRR
Jonathan Schwarz, Jonas Cassel, Bastian Boll, Martin Gärttner, Peter Albers, Christoph Schnörr
2023 J jnl
Quantum State Assignment Flows.
Entropy
Jonathan Schwarz, Jonas Cassel, Bastian Boll, Martin Gärttner, Peter Albers, Christoph Schnörr
2022 J jnl
A Nonlocal Graph-PDE and Higher-Order Geometric Integration for Image Labeling.
CoRR
Dmitrij Sitenko, Bastian Boll, Christoph Schnörr
2022 J jnl
Self-Certifying Classification by Linearized Deep Assignment.
CoRR
Bastian Boll, Alexander Zeilmann, Stefania Petra, Christoph Schnörr
2021 J jnl
Assignment Flow for Order-Constrained OCT Segmentation.
Int. J. Comput. Vis.
Dmitrij Sitenko, Bastian Boll, Christoph Schnörr
2021 — conf
Assignment Flows and Nonlocal PDEs on Graphs.
GCPR
Dmitrij Sitenko, Bastian Boll, Christoph Schnörr
2021 — conf
On the Correspondence Between Replicator Dynamics and Assignment Flows.
SSVM
Bastian Boll, Jonathan Schwarz, Christoph Schnörr
2020 — conf
Assignment Flow for Order-Constrained OCT Segmentation.
GCPR
Dmitrij Sitenko, Bastian Boll, Christoph Schnörr
2020 J jnl
Assignment Flow for Order-Constrained OCT Segmentation.
CoRR
Dmitrij Sitenko, Bastian Boll, Christoph Schnörr