Schramowski, Patrick
- LAION-5B: An open large-scale dataset for training next generation image-text models
2022/10/16 by Christoph Schuhmann, Schuhmann, Christoph, Romain Beaumont +28 · 458 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models
2022/11/09 by Patrick Schramowski, Manuel Brack, Schramowski, Patrick +5 · 80 citations
Computer Science · Social Sciences · #Generative Adversarial Networks and Image Synthesis #Computational and Text Analysis Methods #Explainable Artificial Intelligence (XAI)
- Can Machines Help Us Answering Question 16 in Datasheets, and In Turn Reflecting on Inappropriate Content?
2022/02/14 by Patrick Schramowski, Christopher Tauchmann, Schramowski, Patrick +3 · 31 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to Do
2021/03/08 by Patrick Schramowski, Cigdem Turan, Schramowski, Patrick +7 · 17 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Topic Modeling
- Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness
2023/02/07 by Friedrich, Felix, Brack, Manuel, Struppek, Lukas +4 · 21 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)
- Padé Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks
2019/07/15 by Alejandro Molina, Patrick Schramowski, Molina, Alejandro +3 · 13 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE)
- LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models
2024/06/07 by Helff, Lukas, Friedrich, Felix, Brack, Manuel +2 · 20 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ALERT: A Comprehensive Benchmark for Assessing Large Language Models' Safety through Red Teaming
2024/04/06 by Simone Tedeschi, Felix Friedrich, Tedeschi, Simone +11 · 18 citations
Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Making deep neural networks right for the right scientific reasons by\n interacting with their explanations
2020/01/15 by Patrick Schramowski, Wolfgang Stammer, Schramowski, Patrick +13 · 8 citations
Agricultural and Biological Sciences · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Smart Agriculture and AI
- Introducing v0.5 of the AI Safety Benchmark from MLCommons
2024/04/18 by Bertie Vidgen, Adarsh Agrawal, Vidgen, Bertie +202 · 2 voices · 10 citations
Computer Science · #Adversarial Robustness in Machine Learning
- 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 · 2 citations
Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL #cs.LG
- BERT has a Moral Compass: Improvements of ethical and moral values of machines
2019/12/11 by Schramowski, Patrick, Turan, Cigdem, Jentzsch, Sophie +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Speaking Multiple Languages Affects the Moral Bias of Language Models
2022/11/14 by Katharina Hämmerl, Björn Deiseroth, Hämmerl, Katharina +11 · 4 citations
Computer Science · Health Professions · #Topic Modeling #Natural Language Processing Techniques #Interpreting and Communication in Healthcare
- 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)
- Adaptive Rational Activations to Boost Deep Reinforcement Learning
2021/02/18 by Delfosse, Quentin, Schramowski, Patrick, Mundt, Martin +2 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons
2025/02/19 by Shaona Ghosh, Ghosh, Shaona, Heather Frase +200 · 1 voice · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.AI #cs.CY
- 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
- MSTS: A Multimodal Safety Test Suite for Vision-Language Models
2025/01/17 by Paul Röttger, Röttger, Paul, Giuseppe Attanasio +43 · 2 voices · 2 citations
Computer Science · #Natural Language Processing Techniques #cs.CL
- 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)
- Interactive Disentanglement: Learning Concepts by Interacting with their Prototype Representations
2021/12/04 by Stammer, Wolfgang, Memmel, Marius, Schramowski, Patrick +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #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
- 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
- SLR: Automated Synthesis for Scalable Logical Reasoning
2025/06/18 by Helff, Lukas, Omar, Ahmad, Friedrich, Felix +7 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Neural Conditional Gradients
2018/03/12 by Patrick Schramowski, Schramowski, Patrick, Christian Bauckhage +3 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
- 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, Friedrich, Felix, Simone Tedeschi +13 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Library Science and Information Systems #Natural Language Processing Techniques