IIRC they don't even remember what they used to look like when they were mortal, or at least the shades of Omicron we meet work that way. On a similar sad note, imagine if Omega actually did find the strength to come home only to return to a completely dead world. Makes me feel bad for the poor robot. (And wish that story was better + had a different ending, but that's an argument for a different day.)