Huseljic, Denis

1. BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
   2024/03/15 by Lukas Rauch, Raphael Schwinger, Rauch, Lukas +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
2. 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)
3. 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
4. ActiveGLAE: A Benchmark for Deep Active Learning with Transformers
   2023/06/16 by Lukas Rauch, Rauch, Lukas, Matthias Aßenmacher +9 · 2 citations
   Computer Science · #Machine Learning and Algorithms #Topic Modeling #Natural Language Processing Techniques
5. 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)