Need Advice-lost connection with SO

Our daughter is just a few weeks old. My SO and I have been feeling really disconnected from one another. I'm exclusively breast feeding and we have two older children, so it's hard to go out just the two of us.

Any ideas on how to reconnect with one another? It's causing depression for both of us.