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By PEOPLE.COM/Alexia Fernandez
Updated Sep 21, 2018 @ 5:15 pm

Jamie Foxx and Katie Holmes are looking closer than ever.

The two were photographed stepping out in Atlanta on Tuesday. Holmes, 39, was smiling as he wore a multicolored polka dotted top and blue jeans while Foxx, 50, wore a black T-shirt and black pants as he walked alongside her.

The photo was taken one day after Foxx and Holmes were photographed enjoying a workout on Monday.

Foxx is currently filming his upcoming movie Just Mercy, which follows renowned civil rights defense attorney Bryan Stevenson as he recounts the case of a condemned death row prisoner whom he fought to free, according to IMDb.

Katie Holmes Jamie Foxx
Credit: MiamiPIXX / BACKGRID

While the duo is still doing their best to stay out of the public eye, they were recently photographed in New York City together in late August. The two were seen separately leaving a location in the city.

A source explained to PEOPLE in May why Foxx and Holmes tend to leave places at different times.

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“Katie and Jamie are still careful about being photographed together,” the source said. “Everyone knows they are dating, but they still want to keep it private.”

The pair was photographed enjoying a PDA-filled beach date in Malibu in 2017 — but the photographs of them that emerged made them more cautious, the source said.

“After the beach pictures, they only spent time together at home and got extra careful,” the source commented. “But this year, they have been more social together. They often go to restaurants for dinner dates, or to hang out with friends.”

When Foxx hung out with friends in Miami in June, an insider told PEOPLE the actor noticed the constant attention on him and Holmes.

“Of course he’s aware of the headlines surrounding him and Katie but he doesn’t seem worried about that at all,” the insider said. “He’s just his happy, hilarious self.”

Foxx and Holmes were first seen dancing together in 2013 in the Hamptons, a year after Holmes and ex-husband Tom Cruise, 56, called it quits.

This Story Originally Appeared On People