Turner received a standing ovation from the crowd and bid an emotional farewell to the show and his professional partner, the only dancer to have appeared on all 10 seasons of "Dancing With the Stars."
"I just appreciate all the dance moves that she's given to me," he said on the show, tearing up.
Sliwinska called the response from the audience "amazing."
"That's why we do it," she said. "We don't really do it for the three judges. We do it for the audience. … It's really, really awesome to see that they gave a standing ovation to Aiden. ... It was harsh to be eliminated so early."
Astronaut Buzz Aldrin was the second star to be eliminated this season.
"I'm very proud to have had the opportunity to inspire a number of us who are trying to keep very active," Aldrin said on "Good Morning America."
Despite his low scores, the fan favorite wowed the crowd with his performance, and his elimination was met with groans.
"I did this show for the fighter pilots out there, the military people and the elder geezers like me who would just like to see an elder come back week after week," Aldrin said on the show.
Actress Shannen Doherty was the first star sent home from the 10th season of "Dancing With the Stars."
ABC News' Brian Braiker contributed to this report.