Björn Deiseroth

According to our database, Björn Deiseroth authored at least 23 papers between 2010 and 2025.

Collaborative distances:

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

2025

Measuring and Guiding Monosemanticity.

Ruben Härle, Felix Friedrich, Manuel Brack, Stephan Wäldchen, Björn Deiseroth, Patrick Schramowski, Kristian Kersting

CoRR, June, 2025

Aleph-Alpha-GermanWeb: Improving German-language LLM pre-training with model-based data curation and synthetic data generation.

Thomas F. Burns, Letitia Parcalabescu, Stephan Wäldchen, Michael Barlow, Gregor Ziegltrum, Volker Stampa, Bastian Harren, Björn Deiseroth

CoRR, May, 2025

Hierarchical Autoregressive Transformers: Combining Byte- and Word-Level Processing for Robust, Adaptable Language Models.

Pit Neitemeier, Björn Deiseroth, Constantin Eichenberg, Lukas Balles

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

u-μP: The Unit-Scaled Maximal Update Parametrization.

Charlie Blake, Constantin Eichenberg, Josef Dean, Lukas Balles, Luke Yuri Prince, Björn Deiseroth, Andrés Felipe Cruz-Salinas, Carlo Luschi, Samuel Weinbach, Douglas Orr

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

SCAR: Sparse Conditioned Autoencoders for Concept Detection and Steering in LLMs.

Ruben Härle, Felix Friedrich, Manuel Brack, Björn Deiseroth, Patrick Schramowski, Kristian Kersting

CoRR, 2024

T-FREE: Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings.

Björn Deiseroth, Manuel Brack, Patrick Schramowski, Kristian Kersting, Samuel Weinbach

CoRR, 2024

Divergent Token Metrics: Measuring degradation to prune away LLM components - and optimize quantization.

Björn Deiseroth, Max Meuer, Nikolas Gritsch, Constantin Eichenberg, Patrick Schramowski, Matthias Aßenmacher, Kristian Kersting

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Mechanistic Design and Scaling of Hybrid Architectures.

Michael Poli, Armin W. Thomas, Eric Nguyen, Pragaash Ponnusamy, Björn Deiseroth, Kristian Kersting, Taiji Suzuki, Brian L. Hie, Stefano Ermon, Christopher Ré, Ce Zhang, Stefano Massaroli

Proceedings of the Forty-first International Conference on Machine Learning, 2024

T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings.

Björn Deiseroth, Manuel Brack, Patrick Schramowski, Kristian Kersting, Samuel Weinbach

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

AtMan: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation.

Mayukh Deb, Björn Deiseroth, Samuel Weinbach, Patrick Schramowski, Kristian Kersting

CoRR, 2023

ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation.

Björn Deiseroth, Mayukh Deb, Samuel Weinbach, Manuel Brack, Patrick Schramowski, Kristian Kersting

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

MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation.

Marco Bellagente, Manuel Brack, Hannah Teufel, Felix Friedrich, Björn Deiseroth, Constantin Eichenberg, Andrew Dai, Robert Baldock, Souradeep Nanda, Koen Oostermeijer, Andrés Felipe Cruz-Salinas, Patrick Schramowski, Kristian Kersting, Samuel Weinbach

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

ILLUME: Rationalizing Vision-Language Models through Human Interactions.

Manuel Brack, Patrick Schramowski, Björn Deiseroth, Kristian Kersting

Proceedings of the International Conference on Machine Learning, 2023

Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models.

Patrick Schramowski, Manuel Brack, Björn Deiseroth, Kristian Kersting

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Speaking Multiple Languages Affects the Moral Bias of Language Models.

Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindrich Libovický, Constantin A. Rothkopf, Alexander Fraser, Kristian Kersting

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

M-VADER: A Model for Diffusion with Multimodal Context.

Samuel Weinbach, Marco Bellagente, Constantin Eichenberg, Andrew Dai, Robert Baldock, Souradeep Nanda, Björn Deiseroth, Koen Oostermeijer, Hannah Teufel, Andrés Felipe Cruz-Salinas

CoRR, 2022

LogicRank: Logic Induced Reranking for Generative Text-to-Image Systems.

Björn Deiseroth, Patrick Schramowski, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting

CoRR, 2022

ILLUME: Rationalizing Vision-Language Models by Interacting with their Jabber.

Manuel Brack, Patrick Schramowski, Björn Deiseroth, Kristian Kersting

CoRR, 2022

Do Multilingual Language Models Capture Differing Moral Norms?

Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindrich Libovický, Alexander Fraser, Kristian Kersting

CoRR, 2022

2013

Secure computations on non-integer values with applications to privacy-preserving sequence analysis.

Martin Franz, Björn Deiseroth, Kay Hamacher, Somesh Jha, Stefan Katzenbeisser, Heike Schröder

Inf. Secur. Tech. Rep., 2013

Computing on Authenticated Data for Adjustable Predicates.

Björn Deiseroth, Victoria Fehr, Marc Fischlin, Manuel Maasz, Nils Fabian Reimers, Richard Stein

Proceedings of the Applied Cryptography and Network Security, 2013

2011

Towards Secure Bioinformatics Services (Short Paper).

Martin Franz, Björn Deiseroth, Kay Hamacher, Somesh Jha, Stefan Katzenbeisser, Heike Schröder

Proceedings of the Financial Cryptography and Data Security, 2011

2010

Secure computations on non-integer values.

Martin Franz, Björn Deiseroth, Kay Hamacher, Somesh Jha, Stefan Katzenbeisser, Heike Schröder

Proceedings of the 2010 IEEE International Workshop on Information Forensics and Security, 2010