3 papers
cs.LG2026
GARLIC: Graph Attention-based Relational Learning of Multivariate Time Series in Intensive Care
Ruirui Wang, Yanke Li, Manuel Günther +1
Healthcare data, such as Intensive Care Unit (ICU) records, comprise heterogeneous multivariate time series sampled at irregular intervals with pervasive missingness. However, clin…
cs.CV2024
Quo Vadis RankList-based System in Face Recognition?
Xinyi Zhang, Manuel Günther
Face recognition in the wild has gained a lot of focus in the last few years, and many face recognition models are designed to verify faces in medium-quality images. Especially due…
cs.CV2024
AdvSecureNet: A Python Toolkit for Adversarial Machine Learning
Melih Catal, Manuel Günther
Machine learning models are vulnerable to adversarial attacks. Several tools have been developed to research these vulnerabilities, but they often lack comprehensive features and f…