06/27/2012 AT 06:00 AM EDT
Not known to purposely draw attention to himself, Leonardo DiCaprio
once again headed out to Hollywood looking almost unrecognizable.
Sporting his signature baseball cap at Lure nightclub, the actor also displayed a full, grown-out beard, which could be for his upcoming role in Django Unchained
According to an onlooker, DiCaprio showed up with a big group of people, including former Entourage
star, Kevin Connolly.
Also showing up with a handful of folks on the same night was Amanda Seyfried
, who seemed to be "enjoying herself," the source tells PEOPLE, adding, "She was dancing and sat at one of the cabanas on the patio."
– Jennifer Garcia and Dahvi Shira