Blogs on autoenconder » Lamarr Institute

00 Blog biesner pw - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Generating passwords with deep learning

David Biesner,

13. October 2021

People usually do not set passwords at random, which makes systems vulnerable to attacks. In our research project, we are investigating deep learning models to generate new, more secure passwords and test IT security in companies....

00 Blog Kindermann VAE - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

BlogResearch

Generative neural models learn latent probability distributions

Dr. Jörg Kindermann,

16. June 2021

In this post, we explain the approach of generative neural models. These have achieved good results in application areas where hand-curated data for supervised learning is difficult or impossible to obtain....

00 Blog Broemmel Braemer - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

BlogApplication

Localization of autonomous robots using a floor camera

Piet Brömmel, Dominik Brämer,

26. May 2021

The localization of autonomously driving robots is essential for their navigation in space. Lamarr scientists have developed a method that enables robots to determine their spatial position without prior knowledge and using a floor camera....