2 papers
astro-ph.IM2026
Unsupervised Domain Adaptation for Multitask Image Analysis in Realistic Context with Extreme Label Shift; Application to the CTAO first Large Sized Telescope
Michaël Dell'aiera, Thomas Vuillaume, Alexandre Benoit
Unsupervised domain adaptation is a widespread set of methods that leverages the knowledge of a labeled source domain to train a model to perform well on a related unlabeled target…
astro-ph.IM2023
Deep unsupervised domain adaptation applied to the Cherenkov Telescope Array Large-Sized Telescope
Michaël Dell'aiera, Mikaël Jacquemont, Thomas Vuillaume +1
The Cherenkov Telescope Array is the next generation of observatory using imaging air Cherenkov technique for very-high-energy gamma-ray astronomy. Its first prototype telescope is…