7 citations · 7 across the 5 of their papers we have counts for
3 papers · 1 filter
Fault injection analysis of Real NVP normalising flow model for satellite anomaly detection
Gabriele Greco, Carlo Cena, Umberto Albertin +2
Satellites are used for a multitude of applications, including communications, Earth observation, and space science. Neural networks and deep learning-based approaches now represen…
Unsupervised Novelty Detection Methods Benchmarking with Wavelet Decomposition
Ariel Priarone, Umberto Albertin, Carlo Cena +2
Novelty detection is a critical task in various engineering fields. Numerous approaches to novelty detection rely on supervised or semi-supervised learning, which requires labelled…
Physics-Informed Real NVP for Satellite Power System Fault Detection
Carlo Cena, Umberto Albertin, Mauro Martini +2
The unique challenges posed by the space environment, characterized by extreme conditions and limited accessibility, raise the need for robust and reliable techniques to identify a…