Sick, Bernhard
- BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
2024/03/15 by Lukas Rauch, Rauch, Lukas, Raphael Schwinger +19 · 1 voice · 12 citations
Biochemistry, Genetics and Molecular Biology · Earth and Planetary Sciences · Environmental Science · #Animal Vocal Communication and Behavior #Marine animal studies overview #Underwater Acoustics Research #cs.AI #cs.SD #eess.AS
- Intentions of Vulnerable Road Users - Detection and Forecasting by Means\n of Machine Learning
2018/03/09 by Michael Goldhammer, Goldhammer, Michael, Sebastian Köhler +9 · 3 citations
Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Traffic Prediction and Management Techniques #Traffic and Road Safety
- Description of Corner Cases in Automated Driving: Goals and Challenges
2021/09/20 by Bogdoll, Daniel, Breitenstein, Jasmin, Heidecker, Florian +4 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- AudioProtoPNet: An interpretable deep learning model for bird sound classification
2024/04/16 by René Heinrich, Heinrich, René, Rauch, Lukas +4 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Arts and Humanities · #Animal Vocal Communication and Behavior #Music and Audio Processing #Diverse Musicological Studies
- Can Masked Autoencoders Also Listen to Birds?
2025/04/17 by Lukas Rauch, Rauch, Lukas, René Heinrich +9 · 12 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Music and Audio Processing #Animal Vocal Communication and Behavior #Speech and Audio Processing
- Toward Optimal Probabilistic Active Learning Using a Bayesian Approach
2020/06/02 by Kottke, Daniel, Herde, Marek, Sandrock, Christoph +3 · 1 citation
#68T05 #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Pose and Semantic Map Based Probabilistic Forecast of Vulnerable Road Users' Trajectories
2021/06/04 by Kress, Viktor, Jeske, Fabian, Zernetsch, Stefan +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Towards Deep Active Learning in Avian Bioacoustics
2024/06/26 by Lukas Rauch, Rauch, Lukas, Denis Huseljic +9 · 3 citations
Biochemistry, Genetics and Molecular Biology · Environmental Science · Agricultural and Biological Sciences · #Animal Vocal Communication and Behavior #Marine animal studies overview #Animal Behavior and Reproduction
- Model Selection, Adaptation, and Combination for Transfer Learning in Wind and Photovoltaic Power Forecasts
2022/04/28 by Schreiber, Jens, Sick, Bernhard · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ActiveGLAE: A Benchmark for Deep Active Learning with Transformers
2023/06/16 by Lukas Rauch, Matthias Aßenmacher, Rauch, Lukas +9 · 2 citations
Computer Science · #Machine Learning and Algorithms #Topic Modeling #Natural Language Processing Techniques
- Height Change Feature Based Free Space Detection
2023/08/02 by Schreck, Steven, Reichert, Hannes, Hetzel, Manuel +2 · 1 citation
#FOS: Computer and information sciences #Robotics (cs.RO)
- Fast Fishing: Approximating BAIT for Efficient and Scalable Deep Active Image Classification
2024/04/13 by Huseljic, Denis, Hahn, Paul, Herde, Marek +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- An Efficient Multi Quantile Regression Network with Ad Hoc Prevention of Quantile Crossing
2024/05/31 by Jens Decke, Decke, Jens, Arne Jenß +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- Learning Topology Actions for Power Grid Control: A Graph-Based Soft-Label Imitation Learning Approach
2025/03/19 by Hassouna, Mohamed, Holzhüter, Clara, Lehna, Malte +4 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Predictions and Decision Making for Resilient Intelligent Sustainable Energy Systems
2024/07/03 by Martin Braun, Braun, Martin, Christian Gruhl +17 · 3 citations
Engineering · #FOS: Electrical engineering #Smart Grid Security and Resilience #Systems and Control (eess.SY) #electronic engineering #information engineering
- Graph Reinforcement Learning for Power Grids: A Comprehensive Survey
2024/07/05 by Hassouna, Mohamed, Holzhüter, Clara, Lytaev, Pawel +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Attosecond soft X-ray pulses generated by chirp-dispersed manipulation in an XFEL reveal nonlinear core-electron dynamics in neon
2024/08/07 by Lars Funke, Markus Ilchen, Funke, Lars +112 · 1 citation
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Atomic Physics (physics.atom-ph) #FOS: Physical sciences #Force Microscopy Techniques and Applications #Laser-Matter Interactions and Applications #Optics (physics.optics)
- Real Time Semantic Segmentation of High Resolution Automotive LiDAR Scans
2025/04/30 by Reichert, Hannes, Serfling, Benjamin, Schüssler, Elijah +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)