 Weiße took up rowing aged 14 and was a member of SC Einheit Dresden.In 1973, Weiße came second at the East German championships in the quad scull teamed up with Wolfgang Hönig, Günter Berschel, and Bernd Frieberg.At the 1974 East German championships, Weiße competed in the single sculls and came third.