No worries...you can get them back (granted you have deployed them before). Simple go to your Report Server. (http://servername/ReportServer)...browse to the report you are missing. Find the properties tab. In the *General* section click *Edit*. This will trigger a download of the report. Done and Done!!!!
Good luck
--tolga--