Earlier this month, Robert Herjavec and his pro-partner Kym Johnson have been eliminated from 'Dancing With the Stars'. Many fans were sad to see the pair leave the competition, especially since the chemistry between the two has been very obvious since day 1 of the show. While some have dismissed their flirtatious behavior as part of a "showmance", new pictures of the two have emerged that proves that sparks are still flying between the couple, even while they're off the dance floor.

New pictures taken by Us Weekly shows the 'Shark Tank' boss and Johnson kissing while on a romantic getaway in Palm Springs, California this weekend.

According to the website's report, the two couldn't keep their hands off each other and were snapped kissing while lounging outdoors. Another photo shows Herjavec with his arm around the dancer's shoulders, while Johnson had her arm around his waist.

Johnson also posted a picture of their weekend vacation on Instagram. The photo, which only shows their legs, appears to have been taken while the pair was lounging in front of a fire pit. It was captioned, "Kick up your heels…It's the weekend!"

The two shared a kiss during the May 4 episode of DWTS, but the two claimed that it was for live TV purposes. "It was just part of the dance!" Johnson said backstage. "We're professional dancers, we were just in the moment," added Herjavec.

Last month, the businessman played coy when asked about his rumored relationship with Johnson on 'Good Morning America'.

"She's a great dancer and she's become a great friend," said Herjavec. "It's more than just dancing, I think we get along great."