These were all after finishing competing:
Maxim Marinin had a son with his girlfriend, a ballerina, shortly after he finished competing.
And Tatiana Totmianina had a daughter with Alexei Yagudin a year and a half ago.
Elena Berezhnaya has 2 children with Steven Cousins
Ingo Steuer also has a young son.