The reunited twosome take a break from motorcycling through Malibu. Plus: Gwen & Zuma, Rihanna, Jake Gyllenhaal and more

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MR. & MRS.

Settling into married life, newlyweds Josh Duhamel and Fergie step out to West Hollywood's Chateau Marmont Wednesday for the Vanity Fair & Krug Dinner hosted by R&B singer Keyshia Cole.