Hamprecht, Fred A.
- Learning Steerable Filters for Rotation Equivariant CNNs
2017/11/20 by Maurice Weiler, Fred A. Hamprecht, Weiler, Maurice +3 · 22 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Topic Modeling
- Truth is Universal: Robust Detection of Lies in LLMs
2024/07/03 by Lennart Bürger, Fred A. Hamprecht, Bürger, Lennart +3 · 32 citations
Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Law, Economics, and Judicial Systems
- Geometric Autoencoders -- What You See is What You Decode
2023/06/30 by Philipp Nazari, Sebastian Damrich, Nazari, Philipp +3 · 8 citations
Computer Science · #AI in cancer detection #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Beyond Canonicalization: How Tensorial Messages Improve Equivariant Message Passing
2024/05/24 by Lippmann, Peter, Gerhartz, Gerrit, Remme, Roman +1 · 10 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Theory and Approximate Solvers for Branched Optimal Transport with Multiple Sources
2022/10/14 by Peter Lippmann, Enrique Fita Sanmartín, Lippmann, Peter +3 · 4 citations
Biochemistry, Genetics and Molecular Biology · Engineering · #Combinatorics (math.CO) #Diffusion and Search Dynamics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Slime Mold and Myxomycetes Research #Vehicle Routing Optimization Methods
- On UMAP's true loss function
2021/03/26 by Sebastian Damrich, Fred A. Hamprecht, Damrich, Sebastian +1 · 3 citations
Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Techniques #Advanced Wireless Network Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems
2014/04/02 by Jörg H. Kappes, Bjoern Andres, Kappes, Jörg H. +23 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- Lorentz Local Canonicalization: How to Make Any Network Lorentz-Equivariant
2025/05/26 by Jonas Spinner, Luigi Favaro, Spinner, Jonas +11 · 2 voices · 9 citations
Computer Science · Mathematics · Physics and Astronomy · #Advanced Operator Algebra Research #Quantum Mechanics and Applications #Topological and Geometric Data Analysis #cs.LG #hep-ph #stat.ML
- Runtime-Flexible Multi-dimensional Arrays and Views for C++98 and C++0x
2010/08/17 by Bjoern Andres, Ullrich Koethe, Andres, Bjoern +5 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Mathematical Software (cs.MS) #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Software Engineering (cs.SE) #cs.DS #cs.MS #cs.PL #cs.SE
- GASP, a generalized framework for agglomerative clustering of signed graphs and its application to Instance Segmentation
2019/06/27 by Alberto Bailoni, Bailoni, Alberto, Constantin Pape +11 · 1 citation
Computer Science · Engineering · Social Sciences · #Advanced Clustering Algorithms Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
- DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imaging
2019/08/21 by Kirschbaum, Elke, Bailoni, Alberto, Hamprecht, Fred A. · 1 citation
#FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering
- MultiStar: Instance Segmentation of Overlapping Objects with Star-Convex Polygons
2020/11/26 by Walter, Florin C., Damrich, Sebastian, Hamprecht, Fred A. · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- SynCellFactory: Generative Data Augmentation for Cell Tracking
2024/04/25 by Sturm, Moritz, Cerrone, Lorenzo, Hamprecht, Fred A. · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Lorentz-Equivariance without Limitations
2025/08/20 by Luigi Favaro, Gerrit Gerhartz, Favaro, Luigi +13 · 7 citations
Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Noncommutative and Quantum Gravity Theories #Quantum Mechanics and Applications #Relativity and Gravitational Theory
- Low-dimensional embeddings of high-dimensional data
2025/08/21 by Cyril de Bodt, Alex Diaz-Papkovich, de Bodt, Cyril +39 · 1 voice · 3 citations
Computer Science · #cs.LG