Brack, Manuel
- Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models
2022/11/09 by Patrick Schramowski, Manuel Brack, Schramowski, Patrick +5 · 89 citations
Computer Science · Social Sciences · #Generative Adversarial Networks and Image Synthesis #Computational and Text Analysis Methods #Explainable Artificial Intelligence (XAI)
- Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness
2023/02/07 by Friedrich, Felix, Brack, Manuel, Struppek, Lukas +4 · 22 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- LEDITS++: Limitless Image Editing using Text-to-Image Models
2023/11/28 by Brack, Manuel, Friedrich, Felix, Kornmeier, Katharina +4 · 23 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models
2024/06/07 by Lukas Helff, F. Friedrich, Helff, Lukas +7 · 23 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques #Machine Learning (cs.LG) #Retinal Imaging and Analysis
- T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings
2024/06/27 by Björn Deiseroth, Manuel Brack, Deiseroth, Björn +7 · 2 voices · 3 citations
Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL #cs.LG
- AtMan: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation
2023/01/19 by Deiseroth, Björn, Deb, Mayukh, Weinbach, Samuel +3 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SEGA: Instructing Text-to-Image Models using Semantic Guidance
2023/01/28 by Brack, Manuel, Friedrich, Felix, Hintersdorf, Dominik +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Mitigating Inappropriateness in Image Generation: Can there be Value in Reflecting the World's Ugliness?
2023/05/28 by Manuel Brack, F. Friedrich, Brack, Manuel +5 · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Video Analysis and Summarization
- The Cake that is Intelligence and Who Gets to Bake it: An AI Analogy and its Implications for Participation
2025/02/05 by Martin Mundt, Anaelia Ovalle, Mundt, Martin +14 · 2 voices
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Online Learning and Analytics #cs.AI #cs.CY #cs.LG
- MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation
2023/05/24 by Marco Bellagente, Manuel Brack, Bellagente, Marco +25 · 2 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- DeiSAM: Segment Anything with Deictic Prompting
2024/02/21 by Hikaru Shindo, Manuel Brack, Shindo, Hikaru +9 · 3 citations
Arts and Humanities · Physics and Astronomy · #Ancient Egypt and Archaeology #Artificial Intelligence (cs.AI) #Biblical Studies and Interpretation #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Historical Astronomy and Related Studies #Machine Learning (cs.LG)
- BAFIS (Battle-Arena for Fair Image Synthesis)
2024/01/29 by F. Friedrich, Felix Friedrich, Katharina Hämmerl +13 · 1 voice · 1 citation
Computer Science · #Text Readability and Simplification
- ILLUME: Rationalizing Vision-Language Models through Human Interactions
2022/08/17 by Brack, Manuel, Schramowski, Patrick, Deiseroth, Björn +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Measuring and Guiding Monosemanticity
2025/06/24 by Härle, Ruben, F. Friedrich, Friedrich, Felix +10 · 3 citations
Arts and Humanities · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Gender Studies in Language #Linguistics, Language Diversity, and Identity #Multilingual Education and Policy
- SCAR: Sparse Conditioned Autoencoders for Concept Detection and Steering in LLMs
2024/11/11 by F. Friedrich, Härle, Ruben, Manuel Brack +8 · 1 citation
Computer Science · #Natural Language Processing Techniques #Machine Learning and Data Classification
- LLMs Lost in Translation: M-ALERT uncovers Cross-Linguistic Safety Inconsistencies
2024/12/19 by Felix Friedrich, Simone Tedeschi, Friedrich, Felix +13 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Library Science and Information Systems #Natural Language Processing Techniques