Stefan Bauer
Helmholtz Zentrum München(DE)Isotopen Technologien München (Germany)(DE)Munich Center for Machine LearningTechnical University of Munich(DE)
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Medical Image Segmentation Techniques, Adversarial Robustness in Machine Learning, Domain Adaptation and Few-Shot Learning, Gaussian Processes and Bayesian Inference
Most-Cited Works
- → The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)(2014)6,262 cited
- → A survey of MRI-based medical image analysis for brain tumor studies(2013)1,000 cited
- → Toward Causal Representation Learning(2021)952 cited
- → Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations(2018)612 cited
- → Machine learning–enabled high-entropy alloy discovery(2022)607 cited
- → Fully Automatic Segmentation of Brain Tumor Images Using Support Vector Machine Classification in Combination with Hierarchical Conditional Random Field Regularization(2011)369 cited