The two were spotted sitting at a private, sea-front table at a restaurant in Nobu, reported E! Online.
"David and Katharine were very intimate during their dinner. David was seen kissing her cheek several times," a source said.
The famous duo shared two bottles of red wine and ordered an array of various sushi dishes before leaving the restaurant together in an Uber less than two hours later.
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