Bartelt, Christian
- Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages
2025/01/10 by Jannik Brinkmann, Brinkmann, Jannik, Chris Wendler +5 · 8 voices · 19 citations
Computer Science · #cs.CL
- A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task
2024/02/19 by Jannik Brinkmann, Brinkmann, Jannik, Abhay Sheshadri +7 · 18 citations
Computer Science · #Evolutionary Algorithms and Applications
- DCBM: Data-Efficient Visual Concept Bottleneck Models
2024/12/16 by Katharina Prasse, Patrick Knab, Prasse, Katharina +7 · 2 voices · 9 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications #cs.CV
- Interlinking User Stories and GUI Prototyping: A Semi-Automatic LLM-based Approach
2024/06/12 by Kolthoff, Kristian, Kretzer, Felix, Bartelt, Christian +2 · 6 citations
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data
2023/09/29 by Sascha Marton, Marton, Sascha, Stefan Lüdtke +5 · 2 citations
Computer Science · #AI in cancer detection #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- A Multidimensional Analysis of Social Biases in Vision Transformers
2023/08/03 by Jannik Brinkmann, Paul Swoboda, Brinkmann, Jannik +3 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
2024/07/02 by Andrej Tschalzev, Tschalzev, Andrej, Sascha Marton +7 · 3 citations
Computer Science · Engineering · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Unreflected Use of Tabular Data Repositories Can Undermine Research Quality
2025/03/12 by Andrej Tschalzev, Tschalzev, Andrej, Lennart Purucker +9 · 6 citations
Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #FOS: Computer and information sciences #Machine Learning (cs.LG) #Research Data Management Practices
- Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation
2024/12/15 by Kristian Kolthoff, Kolthoff, Kristian, Felix Kretzer +9 · 5 citations
Engineering · #Human Motion and Animation
- GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent
2023/05/05 by Sascha Marton, Stefan Lüdtke, Marton, Sascha +5 · 1 citation
Computer Science · #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI) #Domain Adaptation and Few-Shot Learning
- Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation Models
2024/03/12 by Patrick Knab, Sascha Marton, Knab, Patrick +3 · 2 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
- Which LIME should I trust? Concepts, Challenges, and Solutions
2025/03/31 by Patrick Knab, Sascha Marton, Knab, Patrick +5 · 3 citations
Computer Science · Medicine · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education
- Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization
2024/08/16 by Sascha Marton, Tim Grams, Marton, Sascha +9 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Shedding Light in Task Decomposition in Program Synthesis: The Driving Force of the Synthesizer Model
2025/03/11 by Zenkner, Janis, Sesterhenn, Tobias, Bartelt, Christian · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering (cs.SE)
- GUIDE: LLM-Driven GUI Generation Decomposition for Automated Prototyping
2025/02/28 by Kolthoff, Kristian, Kretzer, Felix, Bartelt, Christian +2 · 2 citations
#FOS: Computer and information sciences #Software Engineering (cs.SE)