Avraam Chatzimichailidis

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 6

Top Topics

Training Algorithm

Error Back Propagation

Feedforward Neural Networks

Top Venues

VISIGRAPP (4: VISAPP)

Publications

Ricard Durall, Avraam Chatzimichailidis, Peter Labus, Janis Keuper
Combating Mode Collapse in GAN Training: An Empirical Analysis using Hessian Eigenvalues. VISIGRAPP (4: VISAPP) (2021)
Kalun Ho, Avraam Chatzimichailidis, Margret Keuper, Janis Keuper
MSM: Multi-stage Multicuts for Scalable Image Clustering. ISC Workshops (2021)
Yang Yang, Yaxiong Yuan, Avraam Chatzimichailidis, Ruud J. G. van Sloun, Lei Lei, Symeon Chatzinotas
ProxSGD: Training Structured Neural Networks under Regularization and Constraints. ICLR (2020)
Ricard Durall, Avraam Chatzimichailidis, Peter Labus, Janis Keuper
Combating Mode Collapse in GAN training: An Empirical Analysis using Hessian Eigenvalues. CoRR (2020)
Avraam Chatzimichailidis, Franz-Josef Pfreundt, Nicolas R. Gauger, Janis Keuper
GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks. CoRR (2019)
Avraam Chatzimichailidis, Janis Keuper, Franz-Josef Pfreundt, Nicolas R. Gauger
GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks. MLHPC@SC (2019)