How do I keep this relationship going?

We are so different. We’ve been together since teenagers, and ten years and two kids later I realise that we have absolutely nothing in common.

No shared interests. Nothing we care to talk about together. We don’t even have any tv shows we both enjoy.

We tend to just sit in different rooms doing our own thing.

Is there a way to salvage this?