Joachim Folz, M.Sc.

Contact +49 631 20575 4185 (Kaiserslautern)

Address (Kaiserslautern) Trippstadter Straße 12267663 Kaiserslautern

Publications

Adversarial Defense based on Structure-to-Signal Autoencoders
Joachim Folz; Sebastian Palacio; Jörn Hees; Andreas Dengel
In: WACV. IEEE Winter Conference on Applications of Computer Vision (WACV-2020), March 2-5, Snowmass Village, Colorado, USA, IEEE, 2020.
P ≈ NP, at least in Visual Question Answering
Shailza Jolly; Sebastian Palacio; Joachim Folz; Federico Raue; Jörn Hees; Andreas Dengel
In: International Association for Pattern Recognition. International Conference on Pattern Recognition (ICPR-2020), January 10-15, Milan, Italy, IEEE, 2020.
Multi-task learning for segmentation of building footprints with neural networks
Benjamin Bischke; Patrick Helber; Joachim Folz; Damian Borth; Andreas Dengel
In: AI4SocialGood. International Conference on Learning Representations (ICLR-2019), May 6-9, New Orleans, Louisiana, USA, arXiv, 2019.

Albatross
Applications for Lifelong Based Algorithms Targeting Robust Optimization on Sustainable Settings
At its core, Albatross is a research project in the area of continual learning.
Continual Learning is an approach in artificial intelligence and machine learning where models learn and adapt…
EDeL
Efficient Data Processing for Deep Learning
The astonishing speed of developments in deep learning, especially in the field of computer vision, is largely based on the availability of increasingly powerful co-processors.
They allow to process…