Either they are trying to make their separation not look like a big deal or Miranda Kerr and Orlando Bloom truly have no hard feelings towards one another following their split.

Over the weekend just one day after announcing the end of their three year marriage, the "Romeo and Juliet" star and his wife were spotted out together still looking very much in love with each other.

According to Us Weekly, the pair was photographed arm and arm during a casual stroll with their son Flynn, 2, in New York City on Saturday, October 26th. The former couple took their son to lunch at Amaranth.

Looking quite cozy together, Kerr, 30, held on to Bloom's arm, who according to the magazine was wearing the same shirt, jacket, hat and scarves as the night before.

The two were all smiles as the supermodel held on tight to Flynn. Their adorable son was too busy sucking on a red popsicle to acknowledge all the flashes from numerous cameras.

An eyewitness told the magazine about the outing, "Orlando jumped one of the walls in Central Park to get Flynn a popsicle."

Following the outing the actor was spotted giving a friendly kiss on the lips to his son's mother.

One night earlier, both Miranda Kerr and Orlando Bloom, 36, were spotted heading into their shared New York City apartment separately. The KORA Organics creator entered the building just five minutes before the "Pirates of the Caribbean" star.

The stars were married in July 2010 after three years of dating. They welcomed their first child, baby boy Flynn in January 2011.

On October 25th a rep for Bloom said, "In a joint statement, Orlando Bloom and Miranda Kerr have announced that they have been amicably separated for the past few months."

The rep went on to say, "Despite this being the end of their marriage they love, support, and respect each other as both parents of their son and as family."

The day after the announcement the model has been noticeably silent on her Twitter and Instagram account.

To see photos of Miranda Kerr and Orlando Bloom over the weekend click HERE.