It can be considered impolite to attend a birthday party without a gift, as bringing a present is a common gesture of appreciation and celebration. However, the expectations may vary based on the host’s preferences and the nature of the party. If unsure, it’s always a good idea to ask the host or bring a small, thoughtful gift to show your appreciation.