Manuel Brack

45 papers A* 12Journal 28Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
ActivationReasoning: Logical Reasoning in Latent Activation Spaces.
CoRR
Lukas Helff, Ruben Härle, Wolfgang Stammer, Felix Friedrich, Manuel Brack, Antonia Wüst, Hikaru Shindo, Patrick Schramowski, Kristian Kersting
2025 J jnl
Auditing and instructing text-to-image generation models on fairness.
AI Ethics
Felix Friedrich, Manuel Brack, Lukas Struppek, Dominik Hintersdorf, Patrick Schramowski, Sasha Luccioni, Kristian Kersting
2025 J jnl
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench.
CoRR
Felix Friedrich, Thiemo Ganesha Welsch, Manuel Brack, Patrick Schramowski, Kristian Kersting
2025 J jnl
CHRONOBERG: Capturing Language Evolution and Temporal Awareness in Foundation Models.
CoRR
Niharika Hegde, Subarnaduti Paul, Lars-Joel Frey, Manuel Brack, Kristian Kersting, Martin Mundt, Patrick Schramowski
2025 — conf
Core Tokensets for Data-Efficient Sequential Training of Transformers.
ICCVW
Subarnaduti Paul, Manuel Brack, Patrick Schramowski, Kristian Kersting, Martin Mundt
2025 — conf
How to Train Your Text-to-Image Model: Evaluating Design Choices for Synthetic Training Captions.
ICCVW
Manuel Brack, Sudeep Katakol, Felix Friedrich, Patrick Schramowski, Hareesh Ravi, Kristian Kersting, Ajinkya Kale
2025 J jnl
How to Train your Text-to-Image Model: Evaluating Design Choices for Synthetic Training Captions.
CoRR
Manuel Brack, Sudeep Katakol, Felix Friedrich, Patrick Schramowski, Hareesh Ravi, Kristian Kersting, Ajinkya Kale
2025 — —
Instructing Generative Image Models - From Semantics to Society.
Manuel Brack
2025 A* conf
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models.
EMNLP
Mehdi Ali, Manuel Brack, Max Lübbering, Elias Wendt, Abbas Goher Khan, Richard Rutmann, Alex Jude, Maurice Kraus, Alexander Arno Weber, Felix Stollenwerk, David Kaczér, Florian Mai, Lucie Flek, Rafet Sifa, Nicolas Flores-Herr, Joachim Köhler, Patrick Schramowski, Michael Fromm, Kristian Kersting
2025 J jnl
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models.
CoRR
Mehdi Ali, Manuel Brack, Max Lübbering, Elias Wendt, Abbas Goher Khan, Richard Rutmann, Alex Jude, Maurice Kraus, Alexander Arno Weber, David Kaczér, Florian Mai, Lucie Flek, Rafet Sifa, Nicolas Flores-Herr, Joachim Köhler, Patrick Schramowski, Michael Fromm, Kristian Kersting
2025 A* conf
LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models.
ICML
Lukas Helff, Felix Friedrich, Manuel Brack, Kristian Kersting, Patrick Schramowski
2025 J jnl
Measuring and Guiding Monosemanticity.
CoRR
Ruben Härle, Felix Friedrich, Manuel Brack, Stephan Wäldchen, Björn Deiseroth, Patrick Schramowski, Kristian Kersting
2025 — conf
Multilingual Text-to-Image Generation Magnifies Gender Stereotypes.
ACL (1)
Felix Friedrich, Katharina Hämmerl, Patrick Schramowski, Manuel Brack, Jindrich Libovický, Alexander Fraser, Kristian Kersting
2025 J jnl
The Cake that is Intelligence and Who Gets to Bake it: An AI Analogy and its Implications for Participation.
CoRR
Martin Mundt, Anaelia Ovalle, Felix Friedrich, A Pranav, Subarnaduti Paul, Manuel Brack, Kristian Kersting, William Agnew
2025 J jnl
UniFusion: Vision-Language Model as Unified Encoder in Image Generation.
CoRR
Kevin Li, Manuel Brack, Sudeep Katakol, Hareesh Ravi, Ajinkya Kale
2024 J jnl
Core Tokensets for Data-efficient Sequential Training of Transformers.
CoRR
Subarnaduti Paul, Manuel Brack, Patrick Schramowski, Kristian Kersting, Martin Mundt
2024 A* conf
DeiSAM: Segment Anything with Deictic Prompting.
NeurIPS
Hikaru Shindo, Manuel Brack, Gopika Sudhakaran, Devendra Singh Dhami, Patrick Schramowski, Kristian Kersting
2024 J jnl
DeiSAM: Segment Anything with Deictic Prompting.
CoRR
Hikaru Shindo, Manuel Brack, Gopika Sudhakaran, Devendra Singh Dhami, Patrick Schramowski, Kristian Kersting
2024 J jnl
Does CLIP Know My Face?
J. Artif. Intell. Res.
Dominik Hintersdorf, Lukas Struppek, Manuel Brack, Felix Friedrich, Patrick Schramowski, Kristian Kersting
2024 A* conf
Exploiting Cultural Biases via Homoglyphs inText-to-Image Synthesis (Abstract Reprint).
IJCAI
Lukas Struppek, Dominik Hintersdorf, Felix Friedrich, Manuel Brack, Patrick Schramowski, Kristian Kersting
2024 A* conf
LEDITS++: Limitless Image Editing Using Text-to-Image Models.
CVPR
Manuel Brack, Felix Friedrich, Katharina Kornmeier, Linoy Tsaban, Patrick Schramowski, Kristian Kersting, Apolinário Passos
2024 J jnl
LLMs Lost in Translation: M-ALERT uncovers Cross-Linguistic Safety Gaps.
CoRR
Felix Friedrich, Simone Tedeschi, Patrick Schramowski, Manuel Brack, Roberto Navigli, Huu Nguyen, Bo Li, Kristian Kersting
2024 J jnl
LLavaGuard: VLM-based Safeguards for Vision Dataset Curation and Safety Assessment.
CoRR
Lukas Helff, Felix Friedrich, Manuel Brack, Kristian Kersting, Patrick Schramowski
2024 J jnl
Learning by Self-Explaining.
Trans. Mach. Learn. Res.
Wolfgang Stammer, Felix Friedrich, David Steinmann, Manuel Brack, Hikaru Shindo, Kristian Kersting
2024 — conf
Occiglot at WMT24: European Open-source Large Language Models Evaluated on Translation.
WMT
Eleftherios Avramidis, Annika Grützner-Zahn, Manuel Brack, Patrick Schramowski, Pedro Ortiz Suarez, Malte Ostendorff, Fabio Barth, Shushen Manakhimova, Vivien Macketanz, Georg Rehm, Kristian Kersting
2024 J jnl
SCAR: Sparse Conditioned Autoencoders for Concept Detection and Steering in LLMs.
CoRR
Ruben Härle, Felix Friedrich, Manuel Brack, Björn Deiseroth, Patrick Schramowski, Kristian Kersting
2024 A* conf
T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings.
EMNLP
Björn Deiseroth, Manuel Brack, Patrick Schramowski, Kristian Kersting, Samuel Weinbach
2024 J jnl
T-FREE: Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings.
CoRR
Björn Deiseroth, Manuel Brack, Patrick Schramowski, Kristian Kersting, Samuel Weinbach
2023 A* conf
ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation.
NeurIPS
Björn Deiseroth, Mayukh Deb, Samuel Weinbach, Manuel Brack, Patrick Schramowski, Kristian Kersting
2023 J jnl
Distilling Adversarial Prompts from Safety Benchmarks: Report for the Adversarial Nibbler Challenge.
CoRR
Manuel Brack, Patrick Schramowski, Kristian Kersting
2023 J jnl
Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis.
J. Artif. Intell. Res.
Lukas Struppek, Dominik Hintersdorf, Felix Friedrich, Manuel Brack, Patrick Schramowski, Kristian Kersting
2023 J jnl
Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness.
CoRR
Felix Friedrich, Patrick Schramowski, Manuel Brack, Lukas Struppek, Dominik Hintersdorf, Sasha Luccioni, Kristian Kersting
2023 A* conf
ILLUME: Rationalizing Vision-Language Models through Human Interactions.
ICML
Manuel Brack, Patrick Schramowski, Björn Deiseroth, Kristian Kersting
2023 J jnl
Image Classifiers Leak Sensitive Attributes About Their Classes.
CoRR
Lukas Struppek, Dominik Hintersdorf, Felix Friedrich, Manuel Brack, Patrick Schramowski, Kristian Kersting
2023 J jnl
LEDITS++: Limitless Image Editing using Text-to-Image Models.
CoRR
Manuel Brack, Felix Friedrich, Katharina Kornmeier, Linoy Tsaban, Patrick Schramowski, Kristian Kersting, Apolinário Passos
2023 J jnl
Mitigating Inappropriateness in Image Generation: Can there be Value in Reflecting the World's Ugliness?
CoRR
Manuel Brack, Felix Friedrich, Patrick Schramowski, Kristian Kersting
2023 A* conf
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation.
NeurIPS
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
2023 J jnl
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation.
CoRR
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
2023 J jnl
SEGA: Instructing Diffusion using Semantic Dimensions.
CoRR
Manuel Brack, Felix Friedrich, Dominik Hintersdorf, Lukas Struppek, Patrick Schramowski, Kristian Kersting
2023 A* conf
SEGA: Instructing Text-to-Image Models using Semantic Guidance.
NeurIPS
Manuel Brack, Felix Friedrich, Dominik Hintersdorf, Lukas Struppek, Patrick Schramowski, Kristian Kersting
2023 A* conf
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models.
CVPR
Patrick Schramowski, Manuel Brack, Björn Deiseroth, Kristian Kersting
2022 A* conf
How Long Do Vulnerabilities Live in the Code? A Large-Scale Empirical Measurement Study on FOSS Vulnerability Lifetimes.
USENIX Security Symposium
Nikolaos Alexopoulos, Manuel Brack, Jan Philipp Wagner, Tim Grube, Max Mühlhäuser
2022 J jnl
ILLUME: Rationalizing Vision-Language Models by Interacting with their Jabber.
CoRR
Manuel Brack, Patrick Schramowski, Björn Deiseroth, Kristian Kersting
2022 J jnl
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models.
CoRR
Patrick Schramowski, Manuel Brack, Björn Deiseroth, Kristian Kersting
2022 J jnl
The Stable Artist: Steering Semantics in Diffusion Latent Space.
CoRR
Manuel Brack, Patrick Schramowski, Felix Friedrich, Dominik Hintersdorf, Kristian Kersting