Install via the Debian repositories
Debian Stable is not updated by design but Debian Testing and Debian Sid are usually fairly up to date so you can download the DEBs from Testing or Sid to have a fairly up to date version of uGet.
Latest versions of uGet available in Debian are:
Install the aria2 Plugin
Latest versions of aria2 available in Debian are: