Yes, he did live to see the fall of the Third Reich. He was arrested by the Gestapo in 1942 and held in various prisons and concentration camps until the end of the war. He was released from a camp in Dachau in April 1945, just days before the camp was liberated by American forces.
Warrior Prince: Unveiling the Legacy of Wilhelm, German Crown Prince