I take them off - there's seems to be some kind of convention in my parents culture that we take our shoes off indoors. In my friends' homes, where their parents come from Western backgrounds, I find that it's usually okay to keep them on. I don't mind either way, really, but I like being able to put my feet up wherever I want in the house without having to first remove my shoes.