Undercover lovers?

Blake Lively and Leonardo DiCaprio left the same hotel -- separately!

On Friday, red-headed Lively, 23, was seen leaving the Saint-Paul de Vence wearing a flowing white dress. DiCaprio, 36, was also spotted leaving the same hotel in Saint-Paul, France, wearing a baseball cap and blue polo shirt.

PIC: Leo and Blake as boat buddies

Earlier this month, sources confirmed to Us Weekly that DiCaprio and supermodel Bar Rafaeli, 25, ended their five year relationship. Lively ended things with Penn Badgley, her beau of three years and Gossip Girl costar, in September 2010.

PHOTOS: Better after breakup

Lively and DiCaprio were caught hugging on a yacht during the Cannes Film Festival, and the duo was spotted yet again last Sunday in Portofino, Italy.

PHOTOS: Cannes all stars

Tell Us: Would Blake and Leo make a cute couple?

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