Cremins assisted former NBA coach Lenny Wilkens in the American basketball team's appearance in the Summer Olympic Games of 1996 in Atlanta. This team was the second of the "Dream Teams" in the Olympic Games, and it featured such NBA stars as Charles Barkley, Karl Malone, Reggie Miller, Shaquille O'Neil, Scottie Pippen, David Robinson and John Stockton, several of whom were returning for their second Olympic Games basketball tournament. This "Dream Team" was undefeated in the Olympic basketball tournament, of course, and it defeated the second-place Yugoslavian team 95–69 in the championship game in winning the gold medal.