Alexander Freytag

Kernel Null Space Methods for Novelty Detection

Paul Bodesheim, Alexander Freytag, Erik Rodner et al. · 2013 · 123 citations

Multiple Instance Learning, Anomaly Detection, Machine Learning +17

Nonparametric Part Transfer for Fine-Grained Recognition

C. E. Goering, Erik Rodner, Alexander Freytag et al. · 2014 · 99 citations

Engineering, Machine Learning, Nonparametric Part Transfer +16

Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation

Simon Reis, Constantin Seibold, Alexander Freytag et al. · 2021 · 83 citations

Retinal Fluid Segmentation, Convolutional Neural Network, Medical Image Segmentation +21

Active learning and discovery of object categories in the presence of unnameable instances

Christoph Käding, Alexander Freytag, Erik Rodner et al. · 2015 · 57 citations

Local Novelty Detection in Multi-class Recognition Problems

Paul Bodesheim, Alexander Freytag, Erik Rodner et al. · 2015 · 53 citations

Multiple Instance Learning, Engineering, Machine Learning +19