Paul Swoboda
- A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task
2024/02/19 by Jannik Brinkmann, Abhay Sheshadri, Brinkmann, Jannik +7 · 18 citations
Computer Science · #Evolutionary Algorithms and Applications
- LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching
2023/06/20 by Duy M. H. Nguyen, Nguyen, Duy M. H., Hoang Nguyen +21 · 14 citations
Medicine · Engineering · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Medical Imaging and Analysis #Advanced Neural Network Applications
- LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking
2021/11/23 by Duy M. H. Nguyen, Nguyen, Duy M. H., Roberto Henschel +7 · 5 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- Lifted Disjoint Paths with Application in Multiple Object Tracking
2020/06/25 by Andrea Horňáková, Hornakova, Andrea, Roberto Henschel +5 · 8 citations
Computer Science · Environmental Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Video Surveillance and Tracking Methods #Wildlife-Road Interactions and Conservation
- A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D Shape Matching
2022/04/27 by Paul Roetzer, Roetzer, Paul, Paul Swoboda +5 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Graphics (cs.GR) #Optimization and Control (math.OC)
- A Multidimensional Analysis of Social Biases in Vision Transformers
2023/08/03 by Jannik Brinkmann, Brinkmann, Jannik, Paul Swoboda +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
- Making Higher Order MOT Scalable: An Efficient Approximate Solver for\n Lifted Disjoint Paths
2021/08/24 by Andrea Horňáková, Timo Kaiser, Hornakova, Andrea +9 · 1 citation
Computer Science · Engineering · #Video Surveillance and Tracking Methods #Automated Road and Building Extraction #Advanced Image and Video Retrieval Techniques
- RAMA: A Rapid Multicut Algorithm on GPU
2021/09/04 by Ahmed Abbas, Paul Swoboda, Abbas, Ahmed +1 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering
2022/12/04 by Duy M. H. Nguyen, Nguyen, Duy M. H., Hoang Nguyen +17 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- PRL: Prompts from Reinforcement Learning
2025/05/20 by Paweł Batorski, Batorski, Paweł, Adrian Kosmala +3 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- DiscoMatch: Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching
2023/10/12 by Paul Roetzer, Roetzer, Paul, Ahmed Abbas +7 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction