EPFL researchers have developed new software—now spun-off into a start-up—that eliminates the need for data to be sent to ...
Abstract: The open-set domain adaptation (DA) aims to address both covariate shift and category shift between a labeled source domain and an unlabeled target domain. Nevertheless, existing open-set DA ...
Abstract: This article investigates the problem of continual learning (CL) of vision-language models (VLMs) in open domains, where models are required to perform continual updating and inference on a ...