Robin Thicke and Paula Patton were hit with a fresh slew of rumors this week, but they put on a united front at the 2014 Grammys.

Thicke ditched his mocked VMAs Beetlejuice suit for a dark velvet tux Sunday night (Jan. 26). Patton sizzled in a zebra-patterned, floor-length sequin gown.

Thicke, who is nominated for Record of the Year, Best Pop Duo/Group Performance and Best Pop Vocal Album, is also scheduled to perform tonight.

Earlier in the week, photos surfaced from Paris in which the singer was seen getting very close to a gorgeous young lady who isn't his wife. Back in August, Thicke was "caught" grabbing another young lady's behind in a photo posted to Twitter.

A month later, Thicke called his marriage " the greatest love of the century, and the most functional, dysfunctional marriage in Hollywood." He and Patton have been together since they were 14 and have a son together, Julian, who is 3.

See the couple's unified look below:

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