2 papers
cs.AI2020
Industrial Federated Learning -- Requirements and System Design
Thomas Hiessl, Daniel Schall, Jana Kemnitz +1
Federated Learning (FL) is a very promising approach for improving decentralized Machine Learning (ML) models by exchanging knowledge between participating clients without revealin…
cs.CV2018
Combining Heterogeneously Labeled Datasets For Training Segmentation Networks
Jana Kemnitz, Christian F. Baumgartner, Wolfgang Wirth +3
Accurate segmentation of medical images is an important step towards analyzing and tracking disease related morphological alterations in the anatomy. Convolutional neural networks…