no code implementations • 12 Jan 2023 • Thomas Kreutz, Ousama Esbel, Max Mühlhäuser, Alejandro Sanchez Guinea
With our approach, we evaluate the applicability of recent time series-related contrastive and generative SSL techniques to learn representations that distinguish driving events.
1 code implementation • 30 Dec 2022 • Thomas Kreutz, Max Mühlhäuser, Alejandro Sanchez Guinea
In this work, we address the problem of unsupervised moving object segmentation (MOS) in 4D LiDAR data recorded from a stationary sensor, where no ground truth annotations are involved.
no code implementations • 23 Apr 2020 • Aidmar Wainakh, Alejandro Sanchez Guinea, Tim Grube, Max Mühlhäuser
Federated learning suffers from several privacy-related issues that expose the participants to various threats.
Cryptography and Security
no code implementations • 29 Aug 2014 • Alejandro Sanchez Guinea
This paper introduces abstractions that are meaningful for computers and that can be built and used according to computers' own criteria, i. e., computable abstractions.