Landgraf, Tim
- RenderGAN: Generating Realistic Labeled Data
2016/11/04 by Leon Sixt, Sixt, Leon, Benjamin Wild +3 · 1 voice · 2 citations
#cs.NE #cs.CV
- Restricting the Flow: Information Bottlenecks for Attribution
2020/01/02 by Schulz, Karl, Sixt, Leon, Tombari, Federico +1 · 11 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- When Explanations Lie: Why Many Modified BP Attributions Fail
2019/12/20 by Leon Sixt, Maximilian Granz, Sixt, Leon +3 · 6 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications
- BioTracker: An Open-Source Computer Vision Framework for Visual Animal\n Tracking
2018/03/21 by Hauke J. Mönck, Mönck, Hauke Jürgen, A. Jörg +17 · 2 citations
Psychology · Environmental Science · Neuroscience · #Primate Behavior and Ecology #Species Distribution and Climate Change #Olfactory and Sensory Function Studies
- A Rigorous Study Of The Deep Taylor Decomposition
2022/11/14 by Leon Sixt, Sixt, Leon, Tim Landgraf +1 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Tracking all members of a honey bee colony over their lifetime
2018/02/09 by Franziska Boenisch, Benjamin Rosemann, Boenisch, Franziska +9 · 1 citation
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Insect and Arachnid Ecology and Behavior #Insect and Pesticide Research #Plant and animal studies
- Check News in One Click: NLP-Empowered Pro-Kremlin Propaganda Detection
2024/01/28 by Veronika Solopova, Viktoriia Herman, Solopova, Veronika +5 · 1 voice · 2 citations
Social Sciences · #Misinformation and Its Impacts
- WeiPer: OOD Detection using Weight Perturbations of Class Projections
2024/05/27 by Granz, Maximilian, Heurich, Manuel, Landgraf, Tim · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset
2022/04/25 by Leon Sixt, Martin Schuessler, Sixt, Leon +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- DNNR: Differential Nearest Neighbors Regression
2022/05/17 by Nader, Youssef, Sixt, Leon, Landgraf, Tim · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)