BlogResearch Autonomous robots for agriculture 4.0 PhenoRob , Prof. Dr. Cyrill Stachniss, 19. October 2022 Agriculture is fundamental to ensure our livelihood. Autonomous robots that can monitor, understand and act on fields have the potential to assist in sustainable agriculture 4.0....
BlogResearch Using GANs to predict how long we queue Dr. Ramsés Sánchez, 09. February 2022 Estimating how long we wait for a service is key to improving it. Through GANs waiting times can be accurately estimated, with little to no assumptions about the actual service providers....
BlogResearch 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....
BlogBasics Generative Adversarial Networks (GANs) for machine translation Dr. Jörg Kindermann, 28. July 2021 GANs make it possible to generate new, domain-specific examples from large amounts of data alone, without the need for rules or other expert knowledge. In this article, we explain how GANs are used for translation....
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....
