Björn Deiseroth

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 18

Top Topics

Diffusion Model

Image Generation

Top Venues

Publications

Björn Deiseroth, Max Meuer, Nikolas Gritsch, Constantin Eichenberg, Patrick Schramowski, Matthias Aßenmacher, Kristian Kersting
Divergent Token Metrics: Measuring degradation to prune away LLM components - and optimize quantization. NAACL-HLT (2024)
Björn Deiseroth, Manuel Brack, Patrick Schramowski, Kristian Kersting, Samuel Weinbach
T-FREE: Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings. CoRR (2024)
Michael Poli, Armin W. Thomas, Eric Nguyen, Pragaash Ponnusamy, Björn Deiseroth, Kristian Kersting, Taiji Suzuki, Brian Hie, Stefano Ermon, Christopher Ré, Ce Zhang, Stefano Massaroli
Mechanistic Design and Scaling of Hybrid Architectures. CoRR (2024)
Charlie Blake, Constantin Eichenberg, Josef Dean, Lukas Balles, Luke Y. Prince, Björn Deiseroth, Andrés Felipe Cruz-Salinas, Carlo Luschi, Samuel Weinbach, Douglas Orr
u-μP: The Unit-Scaled Maximal Update Parametrization. CoRR (2024)
Mayukh Deb, Björn Deiseroth, Samuel Weinbach, Patrick Schramowski, Kristian Kersting
AtMan: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation. CoRR (2023)
Patrick Schramowski, Manuel Brack, Björn Deiseroth, Kristian Kersting
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models. CVPR (2023)
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
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation. NeurIPS (2023)
Björn Deiseroth, Max Meuer, Nikolas Gritsch, Constantin Eichenberg, Patrick Schramowski, Matthias Aßenmacher, Kristian Kersting
Divergent Token Metrics: Measuring degradation to prune away LLM components - and optimize quantization. CoRR (2023)
Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindrich Libovický, Constantin A. Rothkopf, Alexander Fraser, Kristian Kersting
Speaking Multiple Languages Affects the Moral Bias of Language Models. ACL (Findings) (2023)
Manuel Brack, Patrick Schramowski, Björn Deiseroth, Kristian Kersting
ILLUME: Rationalizing Vision-Language Models through Human Interactions. ICML (2023)
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
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation. CoRR (2023)
Björn Deiseroth, Mayukh Deb, Samuel Weinbach, Manuel Brack, Patrick Schramowski, Kristian Kersting
ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation. NeurIPS (2023)
Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindrich Libovický, Constantin A. Rothkopf, Alexander Fraser, Kristian Kersting
Speaking Multiple Languages Affects the Moral Bias of Language Models. CoRR (2022)
Samuel Weinbach, Marco Bellagente, Constantin Eichenberg, Andrew Dai, Robert Baldock, Souradeep Nanda, Björn Deiseroth, Koen Oostermeijer, Hannah Teufel, Andrés Felipe Cruz-Salinas
M-VADER: A Model for Diffusion with Multimodal Context. CoRR (2022)
Manuel Brack, Patrick Schramowski, Björn Deiseroth, Kristian Kersting
ILLUME: Rationalizing Vision-Language Models by Interacting with their Jabber. CoRR (2022)
Björn Deiseroth, Patrick Schramowski, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting
LogicRank: Logic Induced Reranking for Generative Text-to-Image Systems. CoRR (2022)
Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindrich Libovický, Alexander Fraser, Kristian Kersting
Do Multilingual Language Models Capture Differing Moral Norms? CoRR (2022)
Patrick Schramowski, Manuel Brack, Björn Deiseroth, Kristian Kersting
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models. CoRR (2022)
Martin Franz, Björn Deiseroth, Kay Hamacher, Somesh Jha, Stefan Katzenbeisser, Heike Schröder
Secure computations on non-integer values with applications to privacy-preserving sequence analysis. Inf. Secur. Tech. Rep. 17 (3) (2013)
Björn Deiseroth, Victoria Fehr, Marc Fischlin, Manuel Maasz, Nils Fabian Reimers, Richard Stein
Computing on Authenticated Data for Adjustable Predicates. IACR Cryptol. ePrint Arch. 2013 (2013)
Björn Deiseroth, Victoria Fehr, Marc Fischlin, Manuel Maasz, Nils Fabian Reimers, Richard Stein
Computing on Authenticated Data for Adjustable Predicates. ACNS (2013)
Martin Franz, Björn Deiseroth, Kay Hamacher, Somesh Jha, Stefan Katzenbeisser, Heike Schröder
Towards Secure Bioinformatics Services (Short Paper). Financial Cryptography (2011)
Martin Franz, Björn Deiseroth, Kay Hamacher, Somesh Jha, Stefan Katzenbeisser, Heike Schröder
Secure computations on non-integer values. WIFS (2010)
Martin Franz, Björn Deiseroth, Kay Hamacher, Somesh Jha, Stefan Katzenbeisser, Heike Schröder
Secure Computations on Non-Integer Values. IACR Cryptol. ePrint Arch. 2010 (2010)