Bernhard Sick
- BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
2024/03/15 by Lukas Rauch, Raphael Schwinger, Rauch, Lukas +19 · 1 voice · 15 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Earth and Planetary Sciences · Engineering · 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 of Machine Learning
2018/03/09 by Michael Goldhammer, Goldhammer, Michael, Sebastian Köhler +9 · 3 citations
Computer Science · 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 #cs.CV
- AudioProtoPNet: An interpretable deep learning model for bird sound classification
2024/04/16 by René Heinrich, Heinrich, René, Rauch, Lukas +4 · 9 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 · 13 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Music and Audio Processing #Animal Vocal Communication and Behavior #Speech and Audio Processing
- Towards Deep Active Learning in Avian Bioacoustics
2024/06/26 by Lukas Rauch, Rauch, Lukas, Denis Huseljic +9 · 5 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
- Detecting Intentions of Vulnerable Road Users Based on Collective Intelligence
2018/09/11 by Maarten Bieshaar, Günther Reitberger, Bieshaar, Maarten +9 · 1 citation
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Time Series Analysis and Forecasting #Transportation Systems and Logistics #cs.AI
- Toward Optimal Probabilistic Active Learning Using a Bayesian Approach
2020/06/02 by Daniel Kottke, Kottke, Daniel, Marek Herde +9 · 1 citation
Computer Science · Mathematics · #68T05 #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #acm:68T05 #cs.LG #msc:68T05 #stat.ML
- Cyclist Trajectory Forecasts by Incorporation of Multi-View Video\n Information
2021/06/30 by Stefan Zernetsch, Zernetsch, Stefan, Oliver Trupp +7 · 1 citation
Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Video Surveillance and Tracking Methods
- ActiveGLAE: A Benchmark for Deep Active Learning with Transformers
2023/06/16 by Lukas Rauch, Rauch, Lukas, Matthias Aßenmacher +9 · 3 citations
Computer Science · #Machine Learning and Algorithms #Topic Modeling #Natural Language Processing Techniques
- Sensor Equivariance by LiDAR Projection Images
2023/04/29 by Hannes Reichert, Reichert, Hannes, Manuel W. Hetzel +7 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Industrial Vision Systems and Defect Detection #Robotics and Sensor-Based Localization #electronic engineering #information engineering
- Fast Fishing: Approximating BAIT for Efficient and Scalable Deep Active Image Classification
2024/04/13 by Denis Huseljic, Huseljic, Denis, Paul Hahn +7 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
- 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
- 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
- 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)