Justin Bieber & Selena Gomez -- Coachella Canoodling

Even Justin Bieber's hideous hat choices can't keep Selena Gomez away -- the two got up close and personal at Coachella this weekend, despite the fact that Bieber was literally dressed like a newborn baby at the beach.

Wearing sunglasses and a bonnet, Bieber stood beside Gomez during Jhene Aiko's set on Sunday -- and we're told they were hanging together all day. At one point, we're told Selena was sitting on Justin's lap.

It's definitely Justin in the photo too -- earlier in the day, he was wearing the exact same humiliating outfit onstage with Chance the Rapper.

We're calling it "90s street thug beach baby" chic.