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Rihanna and Chris Brown JUST left Brown's house, headed toward the courthouse where the "Turn Up the Music" singer is due for a hearing regarding accusations he lied about his court-mandated community service in Virginia.

Brown faces probation violations charges -- for the probation that stems from his assault against then-girlfriend Rihanna in 2009. So it would be HIGHLY ironic if Ri is actually escorting him to today's hearing.

Not to mention the fact that Ri and Chris spent the night together Tuesday night after a late-night studio session in Hollywood. Looks like Rihanna is standing by her man ...

More photos coming soon ...