Mikut, Ralf

1. CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting
   2023/01/01 by Consortium, The CoNIC Challenge, Graham, Simon, Simon Graham +175 · 6 citations
   Computer Science · Medicine · #AI in cancer detection #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
2. EmbedTrack -- Simultaneous Cell Segmentation and Tracking Through Learning Offsets and Clustering Bandwidths
   2022/04/22 by Katharina Löffler, Löffler, Katharina, Ralf Mikut +1 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #AI in cancer detection #Video Surveillance and Tracking Methods
3. MLOps for Scarce Image Data: A Use Case in Microscopic Image Analysis
   2023/09/27 by Angelo Jovin Yamachui Sitcheu, Nils Friederich, Sitcheu, Angelo Yamachui +9 · 2 citations
   Biochemistry, Genetics and Molecular Biology · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Single-cell and spatial transcriptomics #electronic engineering #information engineering
4. Domain-Invariant Representation Learning from EEG with Private Encoders
   2022/01/27 by David Bethge, Bethge, David, Philipp Hallgarten +11 · 1 citation
   Medicine · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Neonatal and fetal brain pathology
5. Transformer Training Strategies for Forecasting Multiple Load Time Series
   2023/06/19 by Matthias Hertel, Maximilian Beichter, Hertel, Matthias +11 · 2 citations
   Engineering · Computer Science · #Energy Load and Power Forecasting #Image and Signal Denoising Methods #Neural Networks and Applications
6. Iterative Cluster Harvesting for Wafer Map Defect Patterns
   2024/04/23 by Alina Pleli, Pleli, Alina, Simon Baeuerle +9 · 2 citations
   Computer Science · Engineering · #Advancements in Photolithography Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Image Processing Techniques #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection
7. Predicting the power grid frequency of European islands
   2022/09/27 by Thorbjørn Lund Onsaker, Heidi S. Nygård, Onsaker, Thorbjørn Lund +17 · 1 citation
   Engineering · #Applications (stat.AP) #Data Analysis #Electric Power System Optimization #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Integrated Energy Systems Optimization #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an) #Systems and Control (eess.SY) #electronic engineering #information engineering
8. Decision-Focused Fine-Tuning of Time Series Foundation Models for Dispatchable Feeder Optimization
   2025/03/03 by Beichter, Maximilian, Friederich, Nils, Pinter, Janik +7 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. Nearest-Neighbor Based Non-Parametric Probabilistic Forecasting with\n Applications in Photovoltaic Systems
   2017/01/23 by Jorge Ángel González Ordiano, Ordiano, Jorge Ángel González, Wolfgang Doneit +9 · 1 citation
   Computer Science · Engineering · Environmental Science · #Energy Load and Power Forecasting #FOS: Electrical engineering #Hydrological Forecasting Using AI #Neural Networks and Applications #Solar Radiation and Photovoltaics #Systems and Control (eess.SY) #electronic engineering #information engineering
10. Rapid Flow Behavior Modeling of Thermal Interface Materials Using Deep Neural Networks
    2022/08/08 by Simon Baeuerle, Baeuerle, Simon, Marius Gebhardt +7 · 1 citation
    Computer Science · Engineering · Physics and Astronomy · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Heat Transfer and Optimization #Machine Learning (cs.LG) #Model Reduction and Neural Networks