Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Combating Mode Collapse in GAN training: An Empirical Analysis using Hessian Eigenvalues
Durall, Ricard; Chatzimichailidis, Avraam; Labus, Peter; Keuper, Janis
Conference Paper
2020Combating Mode Collapse in GAN training: An Empirical Analysis using Hessian Eigenvalues
Durall, Ricard; Chatzimichailidis, Avraam; Labus, Peter; Keuper, Janis
Preprint
2020ProxSGD: Training Structured Neural Networks under Regularization and Constraints
Yang, Yang; Yuan, Yaxiong; Chatzimichailidis, Avraam; sloun, Ruud van; Lei, Lei; Chatzinotas, Symeon
Conference Paper
2019GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks
Chatzimichailidis, Avraam; Pfreundt, Franz-Josef; Gauger, Nicolas R.; Keuper, Janis
Preprint