Sebastian Bach
Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute(DE)
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Advanced Neural Network Applications, Anomaly Detection Techniques and Applications, Machine Learning and Data Classification, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation(2015)4,470 cited
- → Layer-Wise Relevance Propagation for Deep Neural Network Architectures(2016)165 cited
- → Layer-wise Relevance Propagation for Neural Networks with Local Renormalization Layers(2016)25 cited
- → Evaluating the visualization of what a Deep Neural Network has learned(2015)18 cited
- → Interpretable deep neural networks for single-trial EEG classification(2016)17 cited
- → Controlling explanatory heatmap resolution and semantics via decomposition depth(2016)8 cited
- → Analyzing Classifiers: Fisher Vectors and Deep Neural Networks(2015)8 cited
- Image Compression Using Blocksort(2001)
- → Detecting Behavioral and Structural Anomalies in MediaCloud Applications(2014)4 cited