Robin Thicke -- 'I'm Just Trying to Get Her Back'

Robin Thicke was shockingly candid as he arrived in Washington D.C. Thursday afternoon ... making it clear he's not throwing in the towel on his marriage, telling our photog, "I'm just trying to get her back."TMZ broke the story ... Paula Patton…