no code implementations • 8 Nov 2023 • Cathrin Elich, Lukas Kirchdorfer, Jan M. Köhler, Lukas Schott
Second, the notion of gradient conflicts has often been phrased as a specific problem in MTL.
no code implementations • 29 May 2019 • Jan M. Köhler, Maximilian Autenrieth, William H. Beluch
Deep neural networks (DNNs) are powerful tools in computer vision tasks.
no code implementations • 29 Jun 2017 • Waleed M. Gondal, Jan M. Köhler, René Grzeszick, Gernot A. Fink, Michael Hirsch
Although these approaches could help to build trust in the CNNs predictions, they are only slightly shown to work with medical image data which often poses a challenge as the decision for a class relies on different lesion areas scattered around the entire image.