no code implementations • 11 Mar 2021 • Theodoros Georgiou, Sebastian Schmitt, Thomas Bäck, Wei Chen, Michael Lew
In this work we propose a weight soft-regularization method based on the Oblique manifold.
no code implementations • 11 Mar 2021 • Theodoros Georgiou, Sebastian Schmitt, Thomas Bäck, Nan Pu, Wei Chen, Michael Lew
The output of such simulations, in particular the calculated flow fields, are usually very complex and hard to interpret for realistic three-dimensional real-world applications, especially if time-dependent simulations are investigated.
1 code implementation • 15 Oct 2020 • Wei Chen, Yu Liu, Weiping Wang, Tinne Tuytelaars, Erwin M. Bakker, Michael Lew
On the other hand, fine-tuning the learned representation only with the new classes leads to catastrophic forgetting.
no code implementations • 25 Aug 2019 • Umut Özaydın, Theodoros Georgiou, Michael Lew
Many methods use image gradients in different stages of the detection-description pipeline to describe local image structures.