The "Daisies" hitmaker and Rhode cofounder locked lips in a viral picture as the pair brush off marriage rumors, also a theme on his new album "Swag."

Hailey and Justin Bieber were photographed leaving an event celebrating his album 'Swag' days after she opened up about their "crazy life" navigating divorce rumors and other relationship speculations.

The top reaches of the Billboard Hot 100 have otherwise mostly been stale and flukey, filled with songs that were popular last summer (Teddy Swims’s “Lose Control”), replace

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"It's a crazy life," said Hailey Bieber as she opened up about dealing with rumors around her marriage to Justin Bieber in a new 'Vogue Italia' cover story.

Don't be fooled by the title: This surprise seventh studio album, his first in four years, is Justin's most expansive and ambitious work to date. Standout tracks from his ruminations on fame, marriage, and fatherhood include "Yukon," "Butterflies," "Way It Is," "Sweet Spot," and "Devotion." —Jessica Wang, Staff Writer

The pop star's wife Hailey was also in attendance at the L.A. celebration, putting to bed any break-up rumors.

Never beholden to boring workout gear, Hailey Bieber stepped out of her favorite L.A. pilates spot in Justin’s streetwear brand, SKYLRK.