Avraam Chatzimichailidis

University of Kaiserslautern — Germany

Computer Science · Physical Sciences

3h-index69citations6works0.02yr avg
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Research Topics

Advanced Image Processing Techniques(3), Model Reduction and Neural Networks(3), Stochastic Gradient Optimization Techniques(2), Image Processing Techniques and Applications(2), Advanced Neural Network Applications(1)

Publications6 total

Combating Mode Collapse in GAN training: An Empirical Analysis using Hessian Eigenvalues
Opus-HSO (Offenburg University of Applied Sciences)·2021· 44 citedOpen Access
MSM: Multi-stage Multicuts for Scalable Image Clustering
Lecture notes in computer science·2021· 3 cited
Combating Mode Collapse in GAN Training: An Empirical Analysis using Hessian Eigenvalues
2021· 9 citedOpen Access
Combating Mode Collapse in GAN training: An Empirical Analysis using\n Hessian Eigenvalues
arXiv (Cornell University)·2020· 2 citedOpen Access
Prox-SGD: Training Structured Neural Networks under Regularization and Constraints
Open Repository and Bibliography (University of Luxembourg)·2020· 11 citedOpen Access
GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks
2019Open Access

Frequent Co-authors

Janis Keuper(5), Ricard Durall(3), Peter Labus(3), Yang Yang(1), Yaxiong Yuan(1), Ruud J. G. van Sloun(1), Lei Lei(1), Symeon Chatzinotas(1), Kalun Ho(1), Margret Keuper(1), Franz‐Josef Pfreundt(1), Nicolas R. Gauger(1)